# Rapidata SVG generation — Coherence > Source: Benchize (https://benchize.com) — https://benchize.com/benchmarks/rapidata%3Asvg%3Arlb_1MFkkBzpuU8fTG. When citing or reusing this content, credit "Benchize" and link to https://benchize.com/benchmarks/rapidata%3Asvg%3Arlb_1MFkkBzpuU8fTG. Human pairwise evaluation of svg outputs, measuring coherence. Scores are fitted using the Bradley–Terry preference model and expressed on the publisher’s Elo scale with 95% confidence intervals. Canonical URL: https://benchize.com/benchmarks/rapidata%3Asvg%3Arlb_1MFkkBzpuU8fTG Last updated: Wed, 21 Oct 2026 18:05:10 GMT Reproduction and quotation must name Benchize, link to the canonical HTML URL, and retain individual source citations. Human pairwise evaluation of svg outputs, measuring coherence. Scores are fitted using the Bradley–Terry preference model and expressed on the publisher’s Elo scale with 95% confidence intervals. Multimodal · Models tested: 37 · Score publishers: [rapidata](https://www.benchmark.ai/svg) ## Model results | # | Model | Score | ± | | | --- | --- | --- | --- | --- | | 1 | [GPT-6 Astra](https://benchize.com/models/gpt-6-astra.md) | 1,374.31elo | CI 1,354.59–1,394.03 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1374.3127829226553 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1UTasGEdHyT3rB sourceModelVersion gpt-6-astra weighted false ### Reported statistics Uncertainty Confidence interval: 1,354.59–1,394.03 confidenceIntervalLowerOffset 19.72016797553306 confidenceIntervalUpperOffset 19.72016797553306 totalMatches 7301 wins 4810 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label gpt-6-astra Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/2` | | | | | | 2 | [GPT-6.1 Sol](https://benchize.com/models/gpt-6-1-sol.md) | 1,292.44elo | CI 1,264.34–1,320.54 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1292.4395206404427 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1WZA3S9cLmH0ve sourceModelVersion gpt-6.1-sol weighted false ### Reported statistics Uncertainty Confidence interval: 1,264.34–1,320.54 confidenceIntervalLowerOffset 28.103759198754005 confidenceIntervalUpperOffset 28.103759198754005 totalMatches 3548 wins 2381 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label gpt-6.1-sol Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/3` | | | | | | 3 | [Claude Fable 5.1](https://benchize.com/models/claude-fable-5-1.md) | 1,206.97elo | CI 1,188.33–1,225.62 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1206.974599942389 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1U5GPfG7E8fC1J sourceModelVersion claude-fable-5.1 weighted false ### Reported statistics Uncertainty Confidence interval: 1,188.33–1,225.62 confidenceIntervalLowerOffset 18.645034891519572 confidenceIntervalUpperOffset 18.645034891519344 totalMatches 7507 wins 4220.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label claude-fable-5.1 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/6` | | | | | | 4 | [Claude Fable 5](https://benchize.com/models/claude-fable-5.md) | 1,202.77elo | CI 1,188.34–1,217.2 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1202.7713574718937 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFl8sgmdmfb8S sourceModelVersion claude-fable-5 weighted false ### Reported statistics Uncertainty Confidence interval: 1,188.34–1,217.2 confidenceIntervalLowerOffset 14.430844237807833 confidenceIntervalUpperOffset 14.430844237807833 totalMatches 12784 wins 7662 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label claude-fable-5 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/7` | | | | | | 5 | [Claude Opus 5.5](https://benchize.com/models/claude-opus-5-5.md) | 1,178.69elo | CI 1,152.51–1,204.88 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1178.694403638135 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1VuObOzOuUSxTC sourceModelVersion claude-opus-5.5 weighted false ### Reported statistics Uncertainty Confidence interval: 1,152.51–1,204.88 confidenceIntervalLowerOffset 26.188126767716767 confidenceIntervalUpperOffset 26.188126767716767 totalMatches 3752 wins 2275.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label claude-opus-5.5 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/8` | | | | | | 6 | [Claude Sonnet 5.5](https://benchize.com/models/claude-sonnet-5-5.md) | 1,156.68elo | CI 1,129.92–1,183.43 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1156.6759335311722 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1WTTMAZoeeConj sourceModelVersion claude-sonnet-5.5 weighted false ### Reported statistics Uncertainty Confidence interval: 1,129.92–1,183.43 confidenceIntervalLowerOffset 26.755956613254966 confidenceIntervalUpperOffset 26.755956613254966 totalMatches 3601 wins 2139 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label claude-sonnet-5.5 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/9` | | | | | | 7 | [GPT-6 Sol](https://benchize.com/models/gpt-6-sol.md) | 1,150.6elo | CI 1,124.76–1,176.43 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1150.59511031662 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1VuaG2XLSHlJFZ sourceModelVersion gpt-6-sol weighted false ### Reported statistics Uncertainty Confidence interval: 1,124.76–1,176.43 confidenceIntervalLowerOffset 25.83978951680365 confidenceIntervalUpperOffset 25.83978951680365 totalMatches 3807 wins 2246 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label gpt-6-sol Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/12` | | | | | | 8 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8.md) | 1,119.17elo | CI 1,105.7–1,132.64 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1119.1734096464713 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFktZvas05x17 sourceModelVersion claude-opus-4-8 weighted false ### Reported statistics Uncertainty Confidence interval: 1,105.7–1,132.64 confidenceIntervalLowerOffset 13.470183678518197 confidenceIntervalUpperOffset 13.470183678518197 totalMatches 14459 wins 8621 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label claude-opus-4-8 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/16` | | | | | | 9 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7.md) | 1,089.11elo | CI 1,073.01–1,105.2 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1089.1067495776433 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFkpiOxkRXc0p sourceModelVersion claude-opus-4-7 weighted false ### Reported statistics Uncertainty Confidence interval: 1,073.01–1,105.2 confidenceIntervalLowerOffset 16.092059743047457 confidenceIntervalUpperOffset 16.092059743047457 totalMatches 9735 wins 5470 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label claude-opus-4-7 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/19` | | | | | | 10 | [Claude Opus 5](https://benchize.com/models/claude-opus-5.md) | 1,081.36elo | CI 1,063.51–1,099.21 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1081.3606930666897 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1SfXO7B9TVx3E2 sourceModelVersion claude-opus-5 weighted false ### Reported statistics Uncertainty Confidence interval: 1,063.51–1,099.21 confidenceIntervalLowerOffset 17.8527012292559 confidenceIntervalUpperOffset 17.8527012292559 totalMatches 7947 wins 4430.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label claude-opus-5 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/21` | | | | | | 11 | [Recraft V4.1 Pro Vector](https://benchize.com/models/recraft-v4-1-pro-vector.md) | 1,068.24elo | CI 1,043.64–1,092.83 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1068.2362938668443 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1USVRxipeTnLie sourceModelVersion recraft-v4.1-pro-vector weighted false ### Reported statistics Uncertainty Confidence interval: 1,043.64–1,092.83 confidenceIntervalLowerOffset 24.594043328191674 confidenceIntervalUpperOffset 24.5940433281919 totalMatches 4178 wins 2254 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label recraft-v4.1-pro-vector Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/24` | | | | | | 12 | [Recraft V4.1 Vector](https://benchize.com/models/recraft-v4-1-vector.md) | 1,067.66elo | CI 1,043.24–1,092.08 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1067.6599667334856 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1USVQ0sk0HX57c sourceModelVersion recraft-v4.1-vector weighted false ### Reported statistics Uncertainty Confidence interval: 1,043.24–1,092.08 confidenceIntervalLowerOffset 24.421215648230145 confidenceIntervalUpperOffset 24.421215648230145 totalMatches 4244 wins 2289 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label recraft-v4.1-vector Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/25` | | | | | | 13 | [Muse Spark 1.3](https://benchize.com/models/muse-spark-1-3.md) | 1,066.55elo | CI 1,043.28–1,089.82 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1066.5495096957052 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1U5GLtvnzDJIgG sourceModelVersion muse-spark-1.3 weighted false ### Reported statistics Uncertainty Confidence interval: 1,043.28–1,089.82 confidenceIntervalLowerOffset 23.271041781974418 confidenceIntervalUpperOffset 23.271041781974418 totalMatches 4595 wins 2480.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label muse-spark-1.3 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/26` | | | | | | 14 | [Grok 4.6](https://benchize.com/models/grok-4-6.md) | 1,036.18elo | CI 1,017.28–1,055.08 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1036.1804111331016 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1SfXZfBU6YOfT0 sourceModelVersion grok-4.6 weighted false ### Reported statistics Uncertainty Confidence interval: 1,017.28–1,055.08 confidenceIntervalLowerOffset 18.897234872966465 confidenceIntervalUpperOffset 18.897234872966465 totalMatches 7098 wins 3746.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label grok-4.6 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/28` | | | | | | 15 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6.md) | 1,027.54elo | CI 1,014.17–1,040.91 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1027.5406409424181 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFkkvXc8LU68O sourceModelVersion claude-opus-4-6 weighted false ### Reported statistics Uncertainty Confidence interval: 1,014.17–1,040.91 confidenceIntervalLowerOffset 13.37397728749147 confidenceIntervalUpperOffset 13.37397728749147 totalMatches 14128 wins 7625 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label claude-opus-4-6 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/31` | | | | | | 16 | [Muse Spark 1.2](https://benchize.com/models/muse-spark-1-2.md) | 1,010.81elo | CI 991.78–1,029.85 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1010.8119352938138 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1SfXdIM0YCuNxN sourceModelVersion muse-spark-1.2 weighted false ### Reported statistics Uncertainty Confidence interval: 991.78–1,029.85 confidenceIntervalLowerOffset 19.03589079063306 confidenceIntervalUpperOffset 19.035890790633175 totalMatches 6872 wins 3517 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label muse-spark-1.2 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/32` | | | | | | 17 | [Claude Sonnet 5](https://benchize.com/models/claude-sonnet-5.md) | 1,000.38elo | CI 976.79–1,023.97 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1000.3789686032364 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1U5GREiZ6VzNob sourceModelVersion claude-sonnet-5 weighted false ### Reported statistics Uncertainty Confidence interval: 976.79–1,023.97 confidenceIntervalLowerOffset 23.592523115382846 confidenceIntervalUpperOffset 23.592523115382846 totalMatches 4380 wins 2185 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label claude-sonnet-5 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/36` | | | | | | 18 | [GPT-6 Luna](https://benchize.com/models/gpt-6-luna.md) | 995.93elo | CI 970.48–1,021.38 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 995.9300268073989 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1VuaG6iJYihHJZ sourceModelVersion gpt-6-luna weighted false ### Reported statistics Uncertainty Confidence interval: 970.48–1,021.38 confidenceIntervalLowerOffset 25.445572365261796 confidenceIntervalUpperOffset 25.445572365261796 totalMatches 3808 wins 1892 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label gpt-6-luna Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/37` | | | | | | 19 | [MiMo-V2.5-Pro](https://benchize.com/models/mimo-v2-5-pro.md) | 995.16elo | CI 980.58–1,009.73 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 995.1568278425044 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFlplt4oURk2R sourceModelVersion mimo-v2.5-pro weighted false ### Reported statistics Uncertainty Confidence interval: 980.58–1,009.73 confidenceIntervalLowerOffset 14.574565340957747 confidenceIntervalUpperOffset 14.574565340957633 totalMatches 11852 wins 6076 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label mimo-v2.5-pro Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/38` | | | | | | 20 | [MiniMax M3](https://benchize.com/models/minimax-m3.md) | 956.97elo | CI 943.2–970.74 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 956.9707873930043 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFltlQRYSJKls sourceModelVersion minimax-m3 weighted false ### Reported statistics Uncertainty Confidence interval: 943.2–970.74 confidenceIntervalLowerOffset 13.771164804515479 confidenceIntervalUpperOffset 13.771164804515365 totalMatches 13283 wins 6536 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label minimax-m3 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/42` | | | | | | 21 | [Claude Sonnet 4.6](https://benchize.com/models/claude-sonnet-4-6.md) | 956.84elo | CI 942.68–971.01 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 956.8428648376268 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFlFMfOmmSOCS sourceModelVersion claude-sonnet-4.6 weighted false ### Reported statistics Uncertainty Confidence interval: 942.68–971.01 confidenceIntervalLowerOffset 14.164434584410174 confidenceIntervalUpperOffset 14.164434584410174 totalMatches 12494 wins 6125 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label claude-sonnet-4.6 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/43` | | | | | | 22 | [Gemini 3.1 Pro Preview](https://benchize.com/models/gemini-3-1-pro-preview.md) | 922.23elo | CI 908.62–935.85 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 922.2308013422187 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFl49p61xwRyK sourceModelVersion gemini-3.1-pro-preview weighted false ### Reported statistics Uncertainty Confidence interval: 908.62–935.85 confidenceIntervalLowerOffset 13.614601573391496 confidenceIntervalUpperOffset 13.61460157339161 totalMatches 13753 wins 6514 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label gemini-3.1-pro-preview Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/47` | | | | | | 23 | [DeepSeek V4.1 Flash](https://benchize.com/models/deepseek-v4-1-flash.md) | 919.71elo | CI 887.88–951.54 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 919.7093805238612 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1Ufa7GRhUiMfuj sourceModelVersion deepseek-v4.1-flash weighted false ### Reported statistics Uncertainty Confidence interval: 887.88–951.54 confidenceIntervalLowerOffset 31.827011978945393 confidenceIntervalUpperOffset 31.827011978945393 totalMatches 2483 wins 1106 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label deepseek-v4.1-flash Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/48` | | | | | | 24 | [Grok 4.20 Multi Agent](https://benchize.com/models/grok-4-20-multi-agent.md) | 892.39elo | CI 875.93–908.84 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 892.3871045674691 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFlbUFhJTV88K sourceModelVersion grok-4.20-multi-agent weighted false ### Reported statistics Uncertainty Confidence interval: 875.93–908.84 confidenceIntervalLowerOffset 16.457706517459883 confidenceIntervalUpperOffset 16.457706517459883 totalMatches 9366 wins 4121.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label grok-4.20-multi-agent Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/49` | | | | | | 25 | [Muse Wonder](https://benchize.com/models/muse-wonder.md) | 881.66elo | CI 854.2–909.13 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 881.6619499026069 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1XneOLqGOEIX5L sourceModelVersion muse-wonder weighted false ### Reported statistics Uncertainty Confidence interval: 854.2–909.13 confidenceIntervalLowerOffset 27.46376129583041 confidenceIntervalUpperOffset 27.46376129583041 totalMatches 3343 wins 1433 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label muse-wonder Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/50` | | | | | | 26 | [Space Bunny Alpha](https://benchize.com/models/space-bunny-alpha.md) | 868.39elo | CI 841.96–894.82 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 868.388067082337 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1W0b2Tvf9I5hb9 sourceModelVersion space-bunny-alpha weighted false ### Reported statistics Uncertainty Confidence interval: 841.96–894.82 confidenceIntervalLowerOffset 26.430444196358053 confidenceIntervalUpperOffset 26.430444196358053 totalMatches 3655 wins 1536 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label space-bunny-alpha Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/52` | | | | | | 27 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash.md) | 835.52elo | CI 821.44–849.61 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 835.522832781208 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFl7Da7c7ILnh sourceModelVersion gemini-3.5-flash weighted false ### Reported statistics Uncertainty Confidence interval: 821.44–849.61 confidenceIntervalLowerOffset 14.08767529585748 confidenceIntervalUpperOffset 14.087675295857366 totalMatches 13127 wins 5481 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label gemini-3.5-flash Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/53` | | | | | | 28 | [Muse Spark Open](https://benchize.com/models/muse-spark-open.md) | 828.45elo | CI 800.21–856.69 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 828.4480035091531 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1YQHvUwA1WKcTD sourceModelVersion muse-spark-open weighted false ### Reported statistics Uncertainty Confidence interval: 800.21–856.69 confidenceIntervalLowerOffset 28.241448717059598 confidenceIntervalUpperOffset 28.241448717059598 totalMatches 3200 wins 1271 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label muse-spark-open Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/54` | | | | | | 29 | [Mistral Large 3](https://benchize.com/models/mistral-large-3.md) | 827.22elo | CI 809.91–844.53 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 827.219825000866 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFm6FUSnthmKA sourceModelVersion mistral-large-3 weighted false ### Reported statistics Uncertainty Confidence interval: 809.91–844.53 confidenceIntervalLowerOffset 17.31386599796781 confidenceIntervalUpperOffset 17.31386599796781 totalMatches 8763 wins 3502 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label mistral-large-3 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/55` | | | | | | 30 | [DeepSeek V4 Flash](https://benchize.com/models/deepseek-v4-flash.md) | 824.09elo | CI 810.15–838.02 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 824.0854688156561 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFlJRdB8cayLk sourceModelVersion deepseek-v4-flash weighted false ### Reported statistics Uncertainty Confidence interval: 810.15–838.02 confidenceIntervalLowerOffset 13.936427696304122 confidenceIntervalUpperOffset 13.936427696304236 totalMatches 13316 wins 5490.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label deepseek-v4-flash Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/56` | | | | | | 31 | [Gemini 3.8 Flash](https://benchize.com/models/gemini-3-8-flash.md) | 817.4elo | CI 793.41–841.39 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 817.3998254093667 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1U5GNxRa1BnOvM sourceModelVersion gemini-3.8-flash weighted false ### Reported statistics Uncertainty Confidence interval: 793.41–841.39 confidenceIntervalLowerOffset 23.994557892282273 confidenceIntervalUpperOffset 23.994557892282273 totalMatches 4522 wins 1761 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label gemini-3.8-flash Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/58` | | | | | | 32 | [Gemini 3.7 Flash](https://benchize.com/models/gemini-3-7-flash.md) | 816.61elo | CI 798.12–835.11 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 816.6129360471012 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1SfXSEUZiGlkGa sourceModelVersion gemini-3.7-flash weighted false ### Reported statistics Uncertainty Confidence interval: 798.12–835.11 confidenceIntervalLowerOffset 18.493697841088647 confidenceIntervalUpperOffset 18.493697841088647 totalMatches 7656 wins 3029.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label gemini-3.7-flash Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/59` | | | | | | 33 | [Mistral Medium 3.5](https://benchize.com/models/mistral-medium-3-5.md) | 783.91elo | CI 769.18–798.64 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 783.9076395796467 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFmBWcCBCPu35 sourceModelVersion mistral-medium-3.5 weighted false ### Reported statistics Uncertainty Confidence interval: 769.18–798.64 confidenceIntervalLowerOffset 14.72829464588608 confidenceIntervalUpperOffset 14.728294645886194 totalMatches 12321 wins 4743.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label mistral-medium-3.5 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/60` | | | | | | 34 | [Grok 4.7](https://benchize.com/models/grok-4-7.md) | 780elo | CI 746.34–813.66 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 779.9978898562144 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1VoMvzV1yVIKJW sourceModelVersion grok-4.7 weighted false ### Reported statistics Uncertainty Confidence interval: 746.34–813.66 confidenceIntervalLowerOffset 33.66172347736472 confidenceIntervalUpperOffset 33.66172347736472 totalMatches 2330 wins 860 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label grok-4.7 Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/61` | | | | | | 35 | [Gemini 4 Argon](https://benchize.com/models/gemini-4-argon.md) | 778.06elo | CI 749.35–806.76 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 778.0561314718566 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1Xsgz12KP2Vun0 sourceModelVersion gemini-4-argon weighted false ### Reported statistics Uncertainty Confidence interval: 749.35–806.76 confidenceIntervalLowerOffset 28.70796142947063 confidenceIntervalUpperOffset 28.707961429470515 totalMatches 3295 wins 1213 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label gemini-4-argon Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/62` | | | | | | 36 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro.md) | 704.78elo | CI 687.01–722.54 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 704.7768181384093 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1MFlMvFnF7SJTw sourceModelVersion deepseek-v4-pro weighted false ### Reported statistics Uncertainty Confidence interval: 687.01–722.54 confidenceIntervalLowerOffset 17.761890441738956 confidenceIntervalUpperOffset 17.761890441738956 totalMatches 8893 wins 2937 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label deepseek-v4-pro Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/66` | | | | | | 37 | [Ling 3.1 Flash](https://benchize.com/models/ling-3-1-flash.md) | 612.12elo | CI 582.62–641.63 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 612.1238680465941 \| elo \| rlb_1MFkkBzpuU8fTG \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkBzpuU8fTG participantId par_1WiuGeiZXt8pTn sourceModelVersion ling-3.1-flash weighted false ### Reported statistics Uncertainty Confidence interval: 582.62–641.63 confidenceIntervalLowerOffset 29.507686568381473 confidenceIntervalUpperOffset 29.507686568381473 totalMatches 3491 wins 974 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) Source rapidata Original model label ling-3.1-flash Source version v1 Observed 2026-10-21T16:37:39.715Z Evidence SHA-256 `aa3cb94ff16f544c58adeea35b9087d281c785058b8ce1ae0f98a7ff84920930` Source locator `/items/68` | | | | | --- Cite as: Rapidata SVG generation — Coherence — Benchize, https://benchize.com/benchmarks/rapidata%3Asvg%3Arlb_1MFkkBzpuU8fTG (retrieved 2026-10-21)