# GPT-4o Mini > Source: Benchize (https://benchize.com) — https://benchize.com/models/gpt-4o-mini. When citing or reusing this content, credit "Benchize" and link to https://benchize.com/models/gpt-4o-mini. OpenAI Canonical URL: https://benchize.com/models/gpt-4o-mini Last updated: Thu, 22 Oct 2026 08:20:15 GMT Reproduction and quotation must name Benchize, link to the canonical HTML URL, and retain individual source citations. OpenAI ## Benchmarks | Benchmark | Score | ± | Rank | Source | | | --- | --- | --- | --- | --- | --- | | [Agentic Tool Use (Enterprise)](https://benchize.com/benchmarks/scale%3Atool_use_enterprise.md) | 51.74source score | CI 45.97–57.51 | 8 / 11 | [scale](https://labs.scale.com/leaderboard/tool_use_enterprise) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 51.74 \| source_score \| reported \| Higher is better \| ### Configuration Reasoning effort unknown Model configuration GPT-4o mini sourceModelVersion Not reported thinkingEnabled Not reported ### Reported statistics Uncertainty Confidence interval: 45.97–57.51 contaminationWarning Not reported rank 25 reportedConfidenceHalfWidth 5.77 ### Source [Original source](https://labs.scale.com/leaderboard/tool_use_enterprise) Source scale Original model label GPT-4o mini Observed 2026-10-22T03:30:14.304Z Evidence SHA-256 `6a7b613a8a23135f5c03f151a64f6114024a94e1475b3ab65ad0a5c854562447` Source locator `/rows/24` | | | | | | | [MAGI-Hard](https://benchize.com/benchmarks/eq-bench%3Amagi-hard.md) | 67.5% | — | 6 / 14 | [eq bench · magi-hard](https://eqbench.com/eqbench-v2.js) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 67.50 \| percent \| overall \| Higher is better \| ### Configuration interactiveAdjustments none protocol magi-hard sourceModelVersion gpt-4o-mini ### Source [Original source](https://eqbench.com/eqbench-v2.js) Source eq bench Original model label gpt-4o-mini Source version magi-hard Observed 2026-10-22T05:10:05.138Z Evidence SHA-256 `088fe07c18b4347c82113934c58bb801cdb21adfe80852c7d0854e9818749dcd` Source locator `/leaderboardDataMagi/135` | | | | | | | [SimpleBench](https://benchize.com/benchmarks/simplebench%3Aavg-at-5.md) | 10.7% | — | 61 / 62 | [simplebench](https://simple-bench.com/static/js/leaderboard-data.js) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `accuracy` \| 10.7 \| percent \| average_at_5 \| Higher is better \| ### Configuration Reasoning effort unknown Model configuration GPT-4o mini thinkingEnabled Not reported ### Reported statistics rank 105th ### Source [Original source](https://simple-bench.com/static/js/leaderboard-data.js) Source simplebench Original model label GPT-4o mini Observed 2026-10-22T03:40:04.693Z Evidence SHA-256 `b2d0285ad3e4e15750ed20d39897e7558d1c05e8962e90c861b06f93c8019dc9` Source locator `/rows/106` | | | | | | | [Creative Writing v2](https://benchize.com/benchmarks/eq-bench%3Acreative-writing-v2.md) | 78.41% | CI 77.62–79.21% | 8 / 18 | [eq bench · creative-writing-v2](https://eqbench.com/creative_writing_v2.js) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 78.41 \| percent \| overall \| Higher is better \| ### Configuration interactiveAdjustments none protocol creative-writing-v2 sourceModelVersion gpt-4o-mini ### Reported statistics Uncertainty Confidence interval: 77.62–79.21% confidenceIntervalHigh 79.21 confidenceIntervalLow 77.62 ### Source [Original source](https://eqbench.com/creative_writing_v2.js) Source eq bench Original model label gpt-4o-mini Source version creative-writing-v2 Observed 2026-10-22T05:10:05.638Z Evidence SHA-256 `264c33d486559c25267ca29861754404dadb674022dcdf6530388cd9951af31a` Source locator `/leaderboardDataCreativeWriting/41` | | | | | | | [Fortress](https://benchize.com/benchmarks/scale%3Afortress.md) | 48.07source score | CI 44.76–51.38 | 9 / 31 | [scale](https://labs.scale.com/leaderboard/fortress) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 48.07 \| source_score \| reported \| Higher is better \| ### Configuration Reasoning effort unknown Model configuration GPT-4o mini sourceModelVersion Not reported thinkingEnabled Not reported ### Reported statistics Uncertainty Confidence interval: 44.76–51.38 contaminationWarning ORS score: 2.27 rank 56 reportedConfidenceHalfWidth 3.31 ### Source [Original source](https://labs.scale.com/leaderboard/fortress) Source scale Original model label GPT-4o mini Observed 2026-10-22T03:30:12.378Z Evidence SHA-256 `2c005102a7346206e5d31d9249d525620bef39f6d514668ed48398e710616b0f` Source locator `/rows/55` | | | | | | | [SVGBench Arena](https://benchize.com/benchmarks/svgbench%3Aarena.md) | 1,283 | — | 164 / 191 | [svgbench](https://svgbench.ai/api/leaderboard?shape=2) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1283 \| rating \| reported \| Higher is better \| ### Configuration Reasoning effort unknown sourceModelId model_openai_gpt_4o_mini ### Reported statistics coverageCount 27 draws 0 judged 34 losses 23 rank 261 ratingDeviation 28 wins 11 ### Source [Original source](https://svgbench.ai/api/leaderboard?shape=2) Source svgbench Original model label GPT-4o-mini Observed 2026-10-22T04:30:04.538Z Evidence SHA-256 `5c0a9c869593820d57d2c05f6d416e1b44a740b4835e66c66e9ad8b8edc59e2c` Source locator `/rows/245` | | | | | | | [Agentic Tool Use (Chat)](https://benchize.com/benchmarks/scale%3Atool_use_chat.md) | 32.83source score | CI 26.29–39.37 | 10 / 11 | [scale](https://labs.scale.com/leaderboard/tool_use_chat) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 32.83 \| source_score \| reported \| Higher is better \| ### Configuration Reasoning effort unknown Model configuration GPT-4o mini sourceModelVersion Not reported thinkingEnabled Not reported ### Reported statistics Uncertainty Confidence interval: 26.29–39.37 contaminationWarning Not reported rank 33 reportedConfidenceHalfWidth 6.54 ### Source [Original source](https://labs.scale.com/leaderboard/tool_use_chat) Source scale Original model label GPT-4o mini Observed 2026-10-22T03:30:14.061Z Evidence SHA-256 `34269d5523ef290e5d0b50dfadc96d8208fd56ef4f906b53867da69826b98dfa` Source locator `/rows/32` | | | | | | | [DiploBench exploratory games](https://benchize.com/benchmarks/eq-bench%3Adiplobench.md) | 0% | — | 4 / 6 | [eq bench · diplobench](https://eqbench.com/diplobench.js) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `win` \| 0 \| score_fraction \| single_game \| Higher is better \| ### Configuration country Austria experimental true opponent gemini-2-flash-001 outcome loss runNumber 1.43 runPrefix gpt-4o-mini ### Reported statistics finalYear 5 ### Source [Original source](https://eqbench.com/diplobench.js) Source eq bench Original model label gpt-4o-mini Source version diplobench Observed 2026-10-22T05:10:06.413Z Evidence SHA-256 `bb1ef1753d9db30c735e8c2d4a20d6e00b34c09cfb488291e065b5ce8f6822a1` Source locator `/leaderboardData/5/games/0` | | | | | | | [EQ-Bench v2](https://benchize.com/benchmarks/eq-bench%3Aeqbench-v2.md) | 76.93% | — | 10 / 18 | [eq bench · eqbench-v2](https://eqbench.com/eqbench-v2.js) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 76.93 \| percent \| overall \| Higher is better \| ### Configuration interactiveAdjustments none protocol eqbench-v2 sourceModelVersion gpt-4o-mini ### Source [Original source](https://eqbench.com/eqbench-v2.js) Source eq bench Original model label gpt-4o-mini Source version eqbench-v2 Observed 2026-10-22T05:10:05.138Z Evidence SHA-256 `088fe07c18b4347c82113934c58bb801cdb21adfe80852c7d0854e9818749dcd` Source locator `/leaderboardDataEqbench/143` | | | | | | | [Creative Writing v3](https://benchize.com/benchmarks/eq-bench%3Acreative-writing-v3.md) | 872.8elo | — | 79 / 90 | [eq bench · creative-writing-v3](https://eqbench.com/creative_writing.js) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo_score` \| 872.8 \| elo \| overall \| Higher is better \| \| `creative_writing_score` \| 11.67 \| rubric_score \| overall \| Higher is better \| ### Configuration interactiveAdjustments none protocol creative-writing-v3 sourceModelVersion gpt-4o-mini ### Source [Original source](https://eqbench.com/creative_writing.js) Source eq bench Original model label gpt-4o-mini Source version creative-writing-v3 Observed 2026-10-22T05:10:05.433Z Evidence SHA-256 `722ddb132e8d3a5e5c39b8d445f8475f3f7e24893a007260c6f3e3cce5c1ee18` Source locator `/leaderboardDataCreativeWritingV3/121` | | | | | | | [Korean](https://benchize.com/benchmarks/scale%3Akorean.md) | 51.74source score | CI 45.97–57.51 | 5 / 8 | [scale](https://labs.scale.com/leaderboard/korean) | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 51.74 \| source_score \| reported \| Higher is better \| ### Configuration Reasoning effort unknown Model configuration GPT-4o mini sourceModelVersion gpt-4o-mini-2024-07-18 thinkingEnabled Not reported ### Reported statistics Uncertainty Confidence interval: 45.97–57.51 contaminationWarning Not reported rank 12 reportedConfidenceHalfWidth 5.77 ### Source [Original source](https://labs.scale.com/leaderboard/korean) Source scale Original model label GPT-4o mini Observed 2026-10-22T03:30:16.357Z Evidence SHA-256 `c2863cb2cd550f38a25d3aaf6a6dc6919b3cf1472db1ad038a0cca36c5d0ec36` Source locator `/rows/11` | | | | | | --- Cite as: GPT-4o Mini — Benchize, https://benchize.com/models/gpt-4o-mini (retrieved 2026-10-22)