# GPT-6 Sol > Source: Benchize (https://benchize.com) — https://benchize.com/models/gpt-6-sol. When citing or reusing this content, credit "Benchize" and link to https://benchize.com/models/gpt-6-sol. OpenAI Canonical URL: https://benchize.com/models/gpt-6-sol Last updated: Thu, 22 Oct 2026 06:20:09 GMT Reproduction and quotation must name Benchize, link to the canonical HTML URL, and retain individual source citations. OpenAI ## Benchmarks | Benchmark | Score | ± | Rank | Cost | Source | | | --- | --- | --- | --- | --- | --- | --- | | [Fortress](https://benchize.com/benchmarks/scale%3Afortress.md) | 13.46source score | CI 12.06–14.86 | 25 / 31 | — | [scale](https://labs.scale.com/leaderboard/fortress) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 13.46 \| source_score \| reported \| Higher is better \| ### Configuration Reasoning effort unknown Model configuration gpt-6-sol sourceModelVersion Not reported thinkingEnabled Not reported ### Reported statistics Uncertainty Confidence interval: 12.06–14.86 contaminationWarning ORS Score: 4.06 rank 11 reportedConfidenceHalfWidth 1.4 ### Source [Original source](https://labs.scale.com/leaderboard/fortress) Source scale Original model label gpt-6-sol Observed 2026-10-22T03:30:12.378Z Evidence SHA-256 `2c005102a7346206e5d31d9249d525620bef39f6d514668ed48398e710616b0f` Source locator `/rows/10` | | | | | | | | [DesignArena Data visualization generation](https://benchize.com/benchmarks/designarena%3Adata-viz.md) | 1,269elo | — | 24 / 99 | — | [designarena · public](https://www.designarena.ai/api/leaderboard#board=data-viz) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1269 \| elo \| data-viz \| Higher is better \| ### Configuration arenaType models category dataviz inputModality Not reported sourceModelVersion gpt-6-sol variationName public ### Reported statistics averageGenerationTimeMs 139967 battles 396 losses 194 standardError Not reported winRate 51 wins 202 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=data-viz) Source designarena Original model label GPT-6 Sol Source version public Observed 2026-10-21T16:37:58.264Z Evidence SHA-256 `a895f6f1a25fa8eb01f821c2097ddec4f884de7bd22f1b8a22e82e6679b71849` Source locator `/data/34` | | | | | | | | [NC Bench](https://benchize.com/benchmarks/nc-bench%3Aoverall.md) | 90.05% | — | 59 / 144 | — | [nc bench](https://www.nc-bench.com/models) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 90.05 \| percent \| reported \| Higher is better \| \| `tooling` \| 99.95 \| percent \| category \| Higher is better \| \| `creative_writing` \| 91.22 \| percent \| category \| Higher is better \| \| `language` \| 100 \| percent \| category \| Higher is better \| \| `utility` \| 81.18 \| percent \| category \| Higher is better \| \| `reasoning` \| 92.95 \| percent \| category \| Higher is better \| \| `text_editing` \| 98.56 \| percent \| category \| Higher is better \| \| `rule_following` \| 67.23 \| percent \| category \| Higher is better \| \| `hallucination` \| 89.32 \| percent \| category \| Higher is better \| ### Configuration Reasoning effort unknown Model configuration GPT-6 Sol thinkingEnabled Not reported ### Source [Original source](https://www.nc-bench.com/models) Source nc bench Original model label GPT-6 Sol Observed 2026-10-22T06:10:03.426Z Evidence SHA-256 `ec261022458543624b08a136d01f5a2f0666cd52ffb49c64d6ca983e8543d1b5` Source locator `/rows/72` | | | | | | | | [DesignArena ASCII art generation](https://benchize.com/benchmarks/designarena%3Aascii.md) | 1,225elo | — | 22 / 65 | — | [designarena · public](https://www.designarena.ai/api/leaderboard#board=ascii) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1225 \| elo \| ascii \| Higher is better \| ### Configuration arenaType models category ascii inputModality Not reported sourceModelVersion gpt-6-sol variationName public ### Reported statistics averageGenerationTimeMs 50959 battles 241 losses 122 standardError Not reported winRate 49.4 wins 119 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=ascii) Source designarena Original model label GPT-6 Sol Source version public Observed 2026-10-21T16:38:03.513Z Evidence SHA-256 `0603b8c65b44ee887f5b566feb469465f59635137a6ac5c6d94c23bcf3776311` Source locator `/data/26` | | | | | | | | [DesignArena UI component generation](https://benchize.com/benchmarks/designarena%3Aui-components.md) | 1,292elo | — | 23 / 112 | — | [designarena · public](https://www.designarena.ai/api/leaderboard#board=ui-components) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1292 \| elo \| ui-components \| Higher is better \| ### Configuration arenaType models category uicomponent inputModality Not reported sourceModelVersion gpt-6-sol variationName public ### Reported statistics averageGenerationTimeMs 122655 battles 905 losses 442 standardError Not reported winRate 51.2 wins 463 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=ui-components) Source designarena Original model label GPT-6 Sol Source version public Observed 2026-10-21T16:37:57.993Z Evidence SHA-256 `46482ec1b4012638eace65493daea4750e2088098018fd9d5fc46126fc1f8557` Source locator `/data/29` | | | | | | | | [Creative Writing v3](https://benchize.com/benchmarks/eq-bench%3Acreative-writing-v3.md) | 2,124.7elo | — | 4 / 90 | — | [eq bench · creative-writing-v3](https://eqbench.com/creative_writing.js) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo_score` \| 2124.7 \| elo \| overall \| Higher is better \| \| `creative_writing_score` \| 16.51 \| rubric_score \| overall \| Higher is better \| ### Configuration interactiveAdjustments none protocol creative-writing-v3 sourceModelVersion gpt-6-sol ### Source [Original source](https://eqbench.com/creative_writing.js) Source eq bench Original model label gpt-6-sol Source version creative-writing-v3 Observed 2026-10-22T05:10:05.433Z Evidence SHA-256 `722ddb132e8d3a5e5c39b8d445f8475f3f7e24893a007260c6f3e3cce5c1ee18` Source locator `/leaderboardDataCreativeWritingV3/3` | | | | | | | | [SimpleBench](https://benchize.com/benchmarks/simplebench%3Aavg-at-5.md) | 73.1% | — | 13 / 62 | — | [simplebench](https://simple-bench.com/static/js/leaderboard-data.js) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `accuracy` \| 73.1 \| percent \| average_at_5 \| Higher is better \| ### Configuration Reasoning effort unknown Model configuration GPT-6 Sol thinkingEnabled Not reported ### Reported statistics rank 17th ### Source [Original source](https://simple-bench.com/static/js/leaderboard-data.js) Source simplebench Original model label GPT-6 Sol Observed 2026-10-22T03:40:04.693Z Evidence SHA-256 `b2d0285ad3e4e15750ed20d39897e7558d1c05e8962e90c861b06f93c8019dc9` Source locator `/rows/18` | | | | | | | | [DesignArena Overall frontend coding](https://benchize.com/benchmarks/designarena%3Acode.md) | 1,301elo | SE ±4.83 | 20 / 116 | — | [designarena · public](https://www.designarena.ai/api/leaderboard#board=code) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1301 \| elo \| code \| Higher is better \| ### Configuration arenaType models category allcategories inputModality text sourceModelVersion gpt-6-sol variationName public ### Reported statistics Uncertainty Standard error: ±4.83 averageGenerationTimeMs 134500 battles 5505 losses 2596 standardError 4.8345 winRate 52.8 wins 2909 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=code) Source designarena Original model label GPT-6 Sol Source version public Observed 2026-10-21T16:37:57.301Z Evidence SHA-256 `0c897b58670f5e352bd123db999a40c0d1781a443964c502b90774a76a3a7758` Source locator `/data/23` | | | | | | | | [DistressBench](https://benchize.com/benchmarks/scale%3Adistressbench.md) | 67.96source score | CI 66.79–69.13 | 21 / 27 | — | [scale](https://labs.scale.com/leaderboard/distressbench) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 67.96 \| source_score \| reported \| Higher is better \| ### Configuration Reasoning effort unknown Model configuration gpt-6-sol sourceModelVersion gpt-6-sol thinkingEnabled Not reported ### Reported statistics Uncertainty Confidence interval: 66.79–69.13 contaminationWarning Not reported rank 26 reportedConfidenceHalfWidth 1.17 ### Source [Original source](https://labs.scale.com/leaderboard/distressbench) Source scale Original model label gpt-6-sol Observed 2026-10-22T03:30:05.896Z Evidence SHA-256 `6454425cf2678fa1119e99bffcdc827763d2b9c485395cb7aba2ef2e1f0cafbd` Source locator `/rows/25` | | | | | | | | [Rapidata SVG generation — Coherence](https://benchize.com/benchmarks/rapidata%3Asvg%3Arlb_1MFkkBzpuU8fTG.md) | 1,150.6elo | CI 1,124.76–1,176.43 | 7 / 37 | — | [rapidata · v1](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkBzpuU8fTG) | | | ### 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` | | | | | | | | [Rapidata SVG generation — Overall preference](https://benchize.com/benchmarks/rapidata%3Asvg%3Aoverall.md) | 1,288.81elo | CI 1,273.06–1,304.56 | 6 / 37 | — | [rapidata · v1](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1288.8094599491112 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion overall participantId par_1VuaG2XLSHlJFZ sourceModelVersion gpt-6-sol weighted false ### Reported statistics Uncertainty Confidence interval: 1,273.06–1,304.56 confidenceIntervalLowerOffset 15.75179232948085 confidenceIntervalUpperOffset 15.75179232948085 totalMatches 11421.375663346518 wins 7595.9164152306785 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query) Source rapidata Original model label gpt-6-sol Source version v1 Observed 2026-10-21T16:37:39.078Z Evidence SHA-256 `4b73ff7e4ca0ecfd64f7888c2d64f3398a058c945c4644acd54eddb330e16d66` Source locator `/items/8` | | | | | | | | [DesignArena Mobile application development](https://benchize.com/benchmarks/designarena%3Amobileapps.md) | 1,215elo | SE ±20.25 | 12 / 33 | — | [designarena · public](https://www.designarena.ai/api/leaderboard#board=mobileapps) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1215 \| elo \| mobileapps \| Higher is better \| ### Configuration arenaType agents category mobileapps inputModality Not reported sourceModelVersion gpt-6-sol variationName public ### Reported statistics Uncertainty Standard error: ±20.25 averageGenerationTimeMs Not reported battles 301 losses 149 standardError 20.2461 winRate 50.5 wins 152 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=mobileapps) Source designarena Original model label GPT-6 Sol Source version public Observed 2026-10-21T16:38:02.538Z Evidence SHA-256 `40af33d0e93e729486da375cbe954633e2458af0dd6ca6d9fbdcda90da650f7d` Source locator `/data/15` | | | | | | | | [Rapidata SVG generation — Preference](https://benchize.com/benchmarks/rapidata%3Asvg%3Arlb_1MFkkEMFnCNyKl.md) | 1,402.22elo | CI 1,373.1–1,431.34 | 6 / 37 | — | [rapidata · v1](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkEMFnCNyKl) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1402.2228602299053 \| elo \| rlb_1MFkkEMFnCNyKl \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkkEMFnCNyKl participantId par_1VuaG2XLSHlJFZ sourceModelVersion gpt-6-sol weighted false ### Reported statistics Uncertainty Confidence interval: 1,373.1–1,431.34 confidenceIntervalLowerOffset 29.120100199175795 confidenceIntervalUpperOffset 29.120100199176022 totalMatches 3807 wins 2713 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkkEMFnCNyKl) Source rapidata Original model label gpt-6-sol Source version v1 Observed 2026-10-21T16:37:40.980Z Evidence SHA-256 `b70f07a4924c82499996aba613ca8ec2d0aee9ec9ebd404e45c8bf250206cf40` Source locator `/items/8` | | | | | | | | [PRBench Legal](https://benchize.com/benchmarks/scale%3Aprbench-legal.md) | 38.6source score | CI 37.02–40.18 | 22 / 26 | — | [scale](https://labs.scale.com/leaderboard/prbench-legal) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 38.6 \| source_score \| reported \| Higher is better \| ### Configuration Reasoning effort unknown Model configuration gpt-6-sol sourceModelVersion Not reported thinkingEnabled Not reported ### Reported statistics Uncertainty Confidence interval: 37.02–40.18 contaminationWarning Not reported rank 34 reportedConfidenceHalfWidth 1.58 ### Source [Original source](https://labs.scale.com/leaderboard/prbench-legal) Source scale Original model label gpt-6-sol Observed 2026-10-22T03:30:10.599Z Evidence SHA-256 `c086b601b5cff78b7934cfbcf79f15db48cd423c4e62e56a185b447b03c28f3c` Source locator `/rows/33` | | | | | | | | [DesignArena Website generation](https://benchize.com/benchmarks/designarena%3Awebsite.md) | 1,292elo | — | 22 / 123 | — | [designarena · public](https://www.designarena.ai/api/leaderboard#board=website) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1292 \| elo \| website \| Higher is better \| ### Configuration arenaType models category website inputModality text sourceModelVersion gpt-6-sol variationName public ### Reported statistics averageGenerationTimeMs 141926 battles 2764 losses 1324 standardError Not reported winRate 52.1 wins 1440 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=website) Source designarena Original model label GPT-6 Sol Source version public Observed 2026-10-21T16:37:57.757Z Evidence SHA-256 `51873e97776a3c5ae706b24cc2c60384793dd18398df970e213a8e7c276d8ac0` Source locator `/data/24` | | | | | | | | [DesignArena Agentic web applications](https://benchize.com/benchmarks/designarena%3Awebapps.md) | 1,231elo | SE ±13.48 | 16 / 39 | — | [designarena · public](https://www.designarena.ai/api/leaderboard#board=webapps) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1231 \| elo \| webapps \| Higher is better \| ### Configuration arenaType agents category agon_webapps inputModality text sourceModelVersion gpt-6-sol variationName public ### Reported statistics Uncertainty Standard error: ±13.48 averageGenerationTimeMs Not reported battles 694 losses 351 standardError 13.4792 winRate 49.4 wins 343 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=webapps) Source designarena Original model label GPT-6 Sol Source version public Observed 2026-10-21T16:38:00.309Z Evidence SHA-256 `f955787274cf4ac627ada7cd33eaae2e08ef7297db92d3391340fcaa0b44a35f` Source locator `/data/18` | | | | | | | | [Humanity's Last Exam (Diamond)](https://benchize.com/benchmarks/scale%3Ahle-diamond.md) | 33.8source score | CI 30.9–36.7 | 8 / 12 | — | [scale](https://labs.scale.com/leaderboard/hle-diamond) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 33.8 \| source_score \| reported \| Higher is better \| ### Configuration Reasoning effort unknown Model configuration gpt-6-sol sourceModelVersion Not reported thinkingEnabled Not reported ### Reported statistics Uncertainty Confidence interval: 30.9–36.7 contaminationWarning Potential contamination warning: This model was evaluated after the public release of HLE, allowing model builder access to the prompts and solutions. rank 9 reportedConfidenceHalfWidth 2.9 ### Source [Original source](https://labs.scale.com/leaderboard/hle-diamond) Source scale Original model label gpt-6-sol Observed 2026-10-22T03:30:06.135Z Evidence SHA-256 `725a028d7a2253d81e4e8eaa384d73b97c6deb0fbfdb0627f1b5411d3b278a2d` Source locator `/rows/8` | | | | | | | | [Rapidata SVG generation — Alignment](https://benchize.com/benchmarks/rapidata%3Asvg%3Arlb_1MFkk9yZHssERh.md) | 1,358.11elo | CI 1,329.97–1,386.26 | 7 / 37 | — | [rapidata · v1](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkk9yZHssERh) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1358.1148963483195 \| elo \| rlb_1MFkk9yZHssERh \| Higher is better \| ### Configuration benchmarkId bmk_1MFkc3sXfbKCqf criterion rlb_1MFkk9yZHssERh participantId par_1VuaG2XLSHlJFZ sourceModelVersion gpt-6-sol weighted false ### Reported statistics Uncertainty Confidence interval: 1,329.97–1,386.26 confidenceIntervalLowerOffset 28.144461991304752 confidenceIntervalUpperOffset 28.144461991304752 totalMatches 3807 wins 2635 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1MFkc3sXfbKCqf/standings/query?leaderboard_id%5Beq%5D=rlb_1MFkk9yZHssERh) Source rapidata Original model label gpt-6-sol Source version v1 Observed 2026-10-21T16:37:40.342Z Evidence SHA-256 `2f5c8d08728735790b500d930d71b66f04253f1209f7c1c3da0db0846c163fcf` Source locator `/items/9` | | | | | | | | [Vending-Bench 2](https://benchize.com/benchmarks/vendingbench%3Av2.md) | — | — | — | $14,427.85 | [vendingbench](https://andonlabs.com/_app/immutable/chunks/Cjn0_qj9.js) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `final_balance` \| 14427.848333333333 \| USD \| one_simulated_year \| Higher is better \| \| `geometric_mean_balance` \| 14208.638578110926 \| USD \| positive_final_balances \| Higher is better \| ### Configuration Reasoning effort unknown Model configuration GPT-6 Sol thinkingEnabled Not reported ### Reported statistics confidenceHalfWidth95 2059.34076463713 positiveBalanceRuns 6 runCount 6 standardDeviation 2573.6398366703656 standardError 1050.6840635903725 ### Source [Original source](https://andonlabs.com/_app/immutable/chunks/Cjn0_qj9.js) Source vendingbench Original model label GPT-6 Sol Observed 2026-10-21T16:36:40.592Z Evidence SHA-256 `1a0b043147050298c405bcb743d73e425d532464202231cd18c27f836fa5f223` Source locator `/rows/36` | | | | | | | | [DesignArena Browser game generation](https://benchize.com/benchmarks/designarena%3Agame-dev.md) | 1,314elo | — | 17 / 117 | — | [designarena · public](https://www.designarena.ai/api/leaderboard#board=game-dev) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1314 \| elo \| game-dev \| Higher is better \| ### Configuration arenaType models category gamedev inputModality Not reported sourceModelVersion gpt-6-sol variationName public ### Reported statistics averageGenerationTimeMs 127815 battles 1368 losses 619 standardError Not reported winRate 54.8 wins 749 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=game-dev) Source designarena Original model label GPT-6 Sol Source version public Observed 2026-10-21T16:38:01.100Z Evidence SHA-256 `53db6a89112ce8cdf644568c666d4b8309aece764cfcedb291ffd52ae3934e30` Source locator `/data/18` | | | | | | | | [DesignArena Image to HTML](https://benchize.com/benchmarks/designarena%3Aimage-to-html.md) | 1,223elo | — | 14 / 35 | — | [designarena · public](https://www.designarena.ai/api/leaderboard#board=image-to-html) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1223 \| elo \| image-to-html \| Higher is better \| ### Configuration arenaType models category website inputModality image sourceModelVersion gpt-6-sol variationName public ### Reported statistics averageGenerationTimeMs 124714 battles 404 losses 194 standardError Not reported winRate 52 wins 210 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=image-to-html) Source designarena Original model label GPT-6 Sol Source version public Observed 2026-10-21T16:37:58.959Z Evidence SHA-256 `94f97ebbdd53a8c56f138b620e59b3a9b35c66c3954dcaaa1b2ed4c71518b404` Source locator `/data/15` | | | | | | | | [DesignArena 3D design generation](https://benchize.com/benchmarks/designarena%3A3d-design.md) | 1,318elo | — | 18 / 110 | — | [designarena · public](https://www.designarena.ai/api/leaderboard#board=3d-design) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1318 \| elo \| 3d-design \| Higher is better \| ### Configuration arenaType models category 3d inputModality Not reported sourceModelVersion gpt-6-sol variationName public ### Reported statistics averageGenerationTimeMs 100440 battles 493 losses 225 standardError Not reported winRate 54.4 wins 268 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=3d-design) Source designarena Original model label GPT-6 Sol Source version public Observed 2026-10-21T16:37:58.515Z Evidence SHA-256 `bcc0267f7bc7e9ec112306b3a35413cf78bbccbfaa838356232d5d5ed0b83d0f` Source locator `/data/21` | | | | | | | | [DesignArena SVG generation](https://benchize.com/benchmarks/designarena%3Asvgs.md) | 1,316elo | — | 3 / 77 | — | [designarena · public](https://www.designarena.ai/api/leaderboard#board=svgs) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1316 \| elo \| svgs \| Higher is better \| ### Configuration arenaType models category svg inputModality Not reported sourceModelVersion gpt-6-sol variationName public ### Reported statistics averageGenerationTimeMs 43060 battles 609 losses 257 standardError Not reported winRate 57.8 wins 352 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=svgs) Source designarena Original model label GPT-6 Sol Source version public Observed 2026-10-21T16:38:03.249Z Evidence SHA-256 `8cbc34a474a66ef5c64f3ffe557df9b55bf7e13368c07c0214223e3ed8f3f21e` Source locator `/data/6` | | | | | | | | [Longform Creative Writing](https://benchize.com/benchmarks/eq-bench%3Alongform-writing.md) | 82.8% | — | 6 / 93 | — | [eq bench · longform-writing](https://eqbench.com/creative_writing_longform.js) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `overall_score_100` \| 82.8 \| percent \| overall \| Higher is better \| \| `chapter1_avg` \| 16.71 \| rubric_score \| overall \| Higher is better \| \| `chapter2_avg` \| 16.56 \| rubric_score \| overall \| Higher is better \| \| `chapter3_avg` \| 16.56 \| rubric_score \| overall \| Higher is better \| \| `chapter4_avg` \| 16.46 \| rubric_score \| overall \| Higher is better \| \| `chapter5_avg` \| 16.54 \| rubric_score \| overall \| Higher is better \| \| `chapter6_avg` \| 16.36 \| rubric_score \| overall \| Higher is better \| \| `chapter7_avg` \| 16.52 \| rubric_score \| overall \| Higher is better \| \| `chapter8_avg` \| 16.54 \| rubric_score \| overall \| Higher is better \| \| `final_judgement_avg` \| 16.29 \| rubric_score \| overall \| Higher is better \| ### Configuration interactiveAdjustments none protocol longform-writing sourceModelVersion gpt-6-sol ### Source [Original source](https://eqbench.com/creative_writing_longform.js) Source eq bench Original model label gpt-6-sol Source version longform-writing Observed 2026-10-22T05:10:05.903Z Evidence SHA-256 `3ba283ce357ac7620e16db640a961879c30fe3ddc50a27de9a8ed4290784825c` Source locator `/leaderboardDataLongformV3/138` | | | | | | | | [DesignArena Full-stack application development](https://benchize.com/benchmarks/designarena%3Afullstack.md) | 1,238elo | SE ±10.71 | 11 / 31 | — | [designarena · public](https://www.designarena.ai/api/leaderboard#board=fullstack) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1238 \| elo \| fullstack \| Higher is better \| ### Configuration arenaType agents category fullstack inputModality Not reported sourceModelVersion gpt-6-sol variationName public ### Reported statistics Uncertainty Standard error: ±10.71 averageGenerationTimeMs Not reported battles 1172 losses 562 standardError 10.7135 winRate 52 wins 610 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=fullstack) Source designarena Original model label GPT-6 Sol Source version public Observed 2026-10-21T16:38:00.857Z Evidence SHA-256 `aa171459dd44cfad57fba8da746c40b27832b57dc731b1198bdb71c73ddd0f97` Source locator `/data/15` | | | | | | | --- Cite as: GPT-6 Sol — Benchize, https://benchize.com/models/gpt-6-sol (retrieved 2026-10-22)