EQ-Bench 4
Models hold 16-message roleplay chats with 120 simulated user personas whose preferences compete and are hidden. A three-judge panel compares transcripts pairwise, and ratings are fitted as Elo scores.
Gemini 3.1 Pro Preview plays the persona. Claude Opus 4.6, GPT-5.5 and Gemini 3.1 Pro Preview judge. It went live on eqbench.com on 2026-07-23 and moved EQ-Bench 3 to the legacy boards.
- Level
- Everyday Most adults, without training
- Scored
- Graded by a model A language model scores each response, usually against a rubric.
- Answers
- Open-ended Free-form text, documents, designs or media judged as a whole.
Claude Opus 5 leads with 1,365
Best score per model from the benchmark's own leaderboard, read on 2 Nov 2026. Where a model ran with several settings or harnesses, we keep its best.
- 1,365 Claude Opus 5
- 1,340 Claude Opus 5.5
- 1,325
Muse Wonder
- 1,319 Kimi K3
- 1,313 Claude Fable 5
- 1,295 GPT-5.5
- 1,293 Claude Opus 4.7
- 1,272 GPT-6.1 Sol
- 1,268 Claude Opus 4.8
- 1,258 GPT-5.4
- 1,244
Muse Spark 1.1
- 1,236
Gemini 4 Argon
- 1,236 GPT-5.6 Sol
- 1,221 Claude Sonnet 5
- 1,220 GPT-5.6 Terra
- 1,212
Inkling
- 1,210 Claude Opus 4.6
- 1,208 GLM-5.2
- 1,198 MiMo-V2.5-Pro
- 1,197 Claude Sonnet 4.6
- 1,191 Kimi K2.6
- 1,156
DeepSeek-V4-Pro
- 1,146 GPT-5.6 Luna
- 1,140
MiniMax-M3
- 1,132
Gemini 3.1 Pro
- 1,110
Gemma 4 31B IT
- 1,100
Qwen3.7-Max
- 1,077
Gemini 3.5 Flash
- 1,065 Grok 4.3
- 1,053 Claude Haiku 4.5
- 1,015
Qwen3.6 27B
- 983
Mistral Medium 3.5
Bars start at 900.
- 1 Claude Opus 5 1,365
- 2 Claude Opus 5.5 1,340
- 3
Muse Wonder 1,325
- 4 Kimi K3 1,319
- 5 Claude Fable 5 1,313
- 6 GPT-5.5 1,295
- 7 Claude Opus 4.7 1,293
- 8 GPT-6.1 Sol 1,272
- 9 Claude Opus 4.8 1,268
- 10 GPT-5.4 1,258
- 11
Muse Spark 1.1 1,244
- 12
Gemini 4 Argon 1,236
- 13 GPT-5.6 Sol 1,236
- 14 Claude Sonnet 5 1,221
- 15 GPT-5.6 Terra 1,220
- 16
Inkling 1,212
- 17 Claude Opus 4.6 1,210
- 18 GLM-5.2 1,208
- 19 MiMo-V2.5-Pro 1,198
- 20 Claude Sonnet 4.6 1,197
- 21 Kimi K2.6 1,191
- 22
DeepSeek-V4-Pro 1,156
- 23 GPT-5.6 Luna 1,146
- 24
MiniMax-M3 1,140
- 25
Gemini 3.1 Pro 1,132
- 26
Gemma 4 31B IT 1,110
- 27
Qwen3.7-Max 1,100
- 28
Gemini 3.5 Flash 1,077
- 29 Grok 4.3 1,065
- 30 Claude Haiku 4.5 1,053
- 31
Qwen3.6 27B 1,015
- 32
Mistral Medium 3.5 983
| # | Model | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | Claude Opus 5 | 1,365 | Jul 2026 | Official leaderboard | |
| 2 | Claude Opus 5.5 | 1,340 | Sep 2026 | Official leaderboard | |
| 3 | | 1,325 | Oct 2026 | Official leaderboard | |
| 4 | Kimi K3 | 1,319 | Jul 2026 | Official leaderboard | |
| 5 | Claude Fable 5 | 1,313 | Jun 2026 | Official leaderboard | |
| 6 | GPT-5.5 | 1,295 | Apr 2026 | Official leaderboard | |
| 7 | Claude Opus 4.7 | 1,293 | Apr 2026 | Official leaderboard | |
| 8 | GPT-6.1 Sol | 1,272 | Sep 2026 | Official leaderboard | |
| 9 | Claude Opus 4.8 | 1,268 | May 2026 | Official leaderboard | |
| 10 | GPT-5.4 | 1,258 | Mar 2026 | Official leaderboard | |
| 11 | | 1,244 | Jul 2026 | Official leaderboard | |
| 12 | | 1,236 | Sep 2026 | Official leaderboard | |
| 13 | GPT-5.6 Sol | 1,236 | Jul 2026 | Official leaderboard | |
| 14 | Claude Sonnet 5 | 1,221 | Jun 2026 | Official leaderboard | |
| 15 | GPT-5.6 Terra | 1,220 | Jul 2026 | Official leaderboard | |
| 16 | | 1,212 | Jul 2026 | Official leaderboard | |
| 17 | Claude Opus 4.6 | 1,210 | Feb 2026 | Official leaderboard | |
| 18 | GLM-5.2 | 1,208 | Jun 2026 | Official leaderboard | |
| 19 | MiMo-V2.5-Pro | 1,198 | Apr 2026 | Official leaderboard | |
| 20 | Claude Sonnet 4.6 | 1,197 | Feb 2026 | Official leaderboard | |
| 21 | Kimi K2.6 | 1,191 | Apr 2026 | Official leaderboard | |
| 22 | | 1,156 | Apr 2026 | Official leaderboard | |
| 23 | GPT-5.6 Luna | 1,146 | Jul 2026 | Official leaderboard | |
| 24 | | 1,140 | Jun 2026 | Official leaderboard | |
| 25 | | 1,132 | Feb 2026 | Official leaderboard | |
| 26 | | 1,110 | Apr 2026 | Official leaderboard | |
| 27 | | 1,100 | May 2026 | Official leaderboard | |
| 28 | | 1,077 | May 2026 | Official leaderboard | |
| 29 | Grok 4.3 | 1,065 | Apr 2026 | Official leaderboard | |
| 30 | Claude Haiku 4.5 | 1,053 | Oct 2025 | Official leaderboard | |
| 31 | | 1,015 | Apr 2026 | Official leaderboard | |
| 32 | | 983 | Apr 2026 | Official leaderboard |
3 models have held number one since its release in Jul 2026
Lab claims count from the day the card came out, independent runs from the model’s release.
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
No lab model card reports it yet
We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark.
Versions
More in Instructions and chat
- IFEval In use Models answer about 500 prompts containing verifiable instructions such as word limits or required keywords. Code checks each instruction for strict and loose accuracy.
Gemma 4 31B IT 98.9%
- IFBench In use 58 new out-of-domain verifiable output constraints. Scored by programmatic constraint checks (strict or loose).
Nemotron-Cascade 2 30B-A3B 82.9%
- MultiChallenge In use Multi-turn conversations testing instruction retention, inference memory, versioned editing and self-coherence. Graded by LLM judge with rubrics. GPT-6.1 Sol 82%
- Multi-IF In use Models follow verifiable instructions over three-turn conversations in eight languages, extending IFEval. Scored by instruction accuracy at each turn. LFM3-1.7B 89.1%
- AdvancedIF In use Models respond to over 1,600 prompts with complex, multi-turn, and system-level instructions. A judge model checks each response against expert-written rubrics.
MAI-Thinking-1 85%
- IFStruct In use Models generate JSON or YAML that must follow a requested schema and phrasing constraints, without constrained decoding. A response passes only if every structural constraint holds. LFM3-1.7B 93.7%