Claude Haiku 4.5 Nano on MMMU: score, rank and what it means
Claude Haiku 4.5 Nano scores 64.3 on MMMU, placing it #386 of 600 models in the index. The benchmark average is 67.1 and the leader is GPT-5.2 Max at 86.9.
Score distribution
The chart shows the top 10 models on MMMU, with Claude Haiku 4.5 Nano highlighted. Longer bars mean higher scores.
Top 10 leaderboard
| # | Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|---|
| 1 | GPT-5.2 Max | OpenAI | 1000000 | $21.39 | 89.2 |
| 2 | GPT-5.1 Reasoning | OpenAI | 400000 | $20.27 | 88.3 |
| 3 | GPT-5.2 | OpenAI | 2000000 | $19.71 | 88.0 |
| 4 | Claude Sonnet 4.5 Reasoning | Anthropic | 400000 | $19.48 | 87.7 |
| 5 | GPT-5.1 Max | OpenAI | 2000000 | $20.50 | 87.9 |
| 6 | Grok 4 Pro | xAI | 1000000 | $19.00 | 85.4 |
| 7 | Claude Opus 4.5 Reasoning | Anthropic | 2000000 | $20.91 | 88.2 |
| 8 | Claude Sonnet 4.5 Pro | Anthropic | 1000000 | $18.73 | 86.7 |
| 9 | GPT-5.2 Pro | OpenAI | 2000000 | $21.32 | 89.6 |
| 10 | GPT-5.2 Vision | OpenAI | 1000000 | $19.03 | 87.4 |
What this score means
On MMMU, Claude Haiku 4.5 Nano sits at #386 of 600. The leader, GPT-5.2 Max, scores 86.9, so the gap to the top is 22.6 points. The median model in this index scores 70.0, which puts Claude Haiku 4.5 Nano below the midpoint.
Anthropic models average 77.3 on this benchmark. Claude Haiku 4.5 Nano is 13.0 points below that provider line, so it is a weaker result than the average Anthropic model.
Among mid-range models, the average is 65.0. Claude Haiku 4.5 Nano is 0.7 points below that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.
Read a 64.3 as a relative signal, not an absolute guarantee. Benchmark scores depend on prompt format, evaluation harness and contamination controls. Use this page to narrow the shortlist, then test the model on your own data.
Price context
At $6.47 per million input tokens, Claude Haiku 4.5 Nano is above the median input price of $4.00 across the 600 models scored on MMMU. The models immediately around it in the ranking are shown below so you can compare score and price together.
| Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|
| Molmo Chat | Allen Institute for AI | 32768 | $2.40 | 66.7 |
| Nemotron Nano | NVIDIA | 8192 | $2.24 | 66.6 |
| Nemotron Nano Chat | NVIDIA | 32768 | $2.21 | 66.2 |
| Hunyuan-Turbo Mini | Tencent | 8192 | $6.59 | 68.3 |
| Claude Haiku 4.5 Nano | Anthropic | 8192 | $6.47 | 68.7 |
| StableLM 2 | Stability AI | 8192 | $1.91 | 65.0 |
| OLMo 2 Base | Allen Institute for AI | 65536 | $2.39 | 67.4 |
Other benchmarks for Claude Haiku 4.5 Nano
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 73.9 | 355 | 41th | |
| GPQA Diamond | 64.5 | 369 | 39th | |
| SWE-bench Verified | 56.9 | 367 | 39th | |
| HumanEval | 71.0 | 388 | 35th | |
| MATH-500 | 71.8 | 369 | 39th | |
| AIME 2025 | 63.5 | 361 | 40th | |
| LiveCodeBench | 59.8 | 369 | 39th | |
| IFEval | 78.2 | 363 | 40th | |
| TruthfulQA | 71.6 | 385 | 36th | |
| HellaSwag | 80.5 | 378 | 37th | |
| Arena Elo | 1332.1 | 385 | 36th |
FAQ
What score does Claude Haiku 4.5 Nano get on MMMU?
Claude Haiku 4.5 Nano scores 64.3 on MMMU in this index. The benchmark average is 67.1 and the top score is 86.9.
How does Claude Haiku 4.5 Nano rank on MMMU?
It ranks #386 of 600 models, in the 36th percentile. The leader is GPT-5.2 Max at 86.9.
Is Claude Haiku 4.5 Nano good at MMMU?
It is below the median for this benchmark, so test it carefully before relying on it for this capability. The result should be read alongside its price and context window.
How is the MMMU score calculated?
MMMU is a multimodal benchmark. Scores in this index are modelled estimates on a 0–100 scale (or Elo for Arena), derived from capability tier and benchmark difficulty. They are not official leaderboard results.
What does Claude Haiku 4.5 Nano cost?
Claude Haiku 4.5 Nano costs $6.47 per million input tokens and $27.98 per million output tokens.