Knowledge · Anthropic

Claude Haiku 4.5 Turbo on MMLU-Pro: score, rank and what it means

Claude Haiku 4.5 Turbo scores 80.6 on MMLU-Pro, placing it #161 of 600 models in the index. The benchmark average is 73.5 and the leader is GPT-5.2 Pro at 91.6.

Score
80.6
0–100 scale
Rank
#161
of 600
Percentile
73th
within the index
Benchmark avg
73.5
all models
Leader
91.6
GPT-5.2 Pro
Gap to leader
11.0
points

Score distribution

The chart shows the top 10 models on MMLU-Pro, with Claude Haiku 4.5 Turbo highlighted. Longer bars mean higher scores.

GPT-5.2 Pro 91.6
GPT-5.1 Max 91.3
Claude Opus 4.5 Pro 91.2
Claude Opus 4.5 Reasoning 90.7
Gemini 3 Pro Reasoning 90.1
GPT-5.1 Reasoning 90.0
GPT-5.2 89.9
Claude Opus 4.5 Max 89.5
GPT-5.2 Vision 89.5
Gemini 3 Pro Max 89.5

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
2 GPT-5.1 Max OpenAI 2000000 $20.50 87.9
3 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
4 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2
5 Gemini 3 Pro Reasoning Google DeepMind 200000 $19.69 87.5
6 GPT-5.1 Reasoning OpenAI 400000 $20.27 88.3
7 GPT-5.2 OpenAI 2000000 $19.71 88.0
8 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
9 GPT-5.2 Vision OpenAI 1000000 $19.03 87.4
10 Gemini 3 Pro Max Google DeepMind 2000000 $20.57 87.9

What this score means

On MMLU-Pro, Claude Haiku 4.5 Turbo sits at #161 of 600. The leader, GPT-5.2 Pro, scores 91.6, so the gap to the top is 11.0 points. The median model in this index scores 76.1, which puts Claude Haiku 4.5 Turbo above the midpoint.

Anthropic models average 83.4 on this benchmark. Claude Haiku 4.5 Turbo is 2.8 points below that provider line, so it is a weaker result than the average Anthropic model.

Among multimodal models, the average is 80.0. Claude Haiku 4.5 Turbo is 0.6 points above that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.

Read a 80.6 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 $14.37 per million input tokens, Claude Haiku 4.5 Turbo is above the median input price of $4.00 across the 600 models scored on MMLU-Pro. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Hunyuan-Large Tencent 65536 $4.33 78.2
Llama 4 Scout Base Meta AI 32768 $3.95 75.3
Magistral Base Mistral AI 65536 $3.86 75.6
o4 Mini OpenAI 200000 $11.92 77.7
Claude Haiku 4.5 Turbo Anthropic 200000 $14.37 80.0
ERNIE 4.5 Reasoning Baidu 1000000 $14.36 79.8
GLM-4.6 Instruct Zhipu AI 1000000 $5.15 80.4

Other benchmarks for Claude Haiku 4.5 Turbo

BenchmarkScoreRankPercentileRelative
GPQA Diamond 75.1 140 77th
SWE-bench Verified 68.4 135 78th
HumanEval 87.0 86 86th
MATH-500 83.7 132 78th
AIME 2025 79.2 98 84th
LiveCodeBench 71.7 153 75th
IFEval 87.1 128 79th
TruthfulQA 81.0 155 74th
HellaSwag 88.1 136 77th
MMMU 77.7 101 83th
Arena Elo 1434.5 109 82th

FAQ

What score does Claude Haiku 4.5 Turbo get on MMLU-Pro?

Claude Haiku 4.5 Turbo scores 80.6 on MMLU-Pro in this index. The benchmark average is 73.5 and the top score is 91.6.

How does Claude Haiku 4.5 Turbo rank on MMLU-Pro?

It ranks #161 of 600 models, in the 73rd percentile. The leader is GPT-5.2 Pro at 91.6.

Is Claude Haiku 4.5 Turbo good at MMLU-Pro?

Yes, relative to the index: it is above the median and inside the top half of scores. The result should be read alongside its price and context window.

How is the MMLU-Pro score calculated?

MMLU-Pro is a knowledge 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 Turbo cost?

Claude Haiku 4.5 Turbo costs $14.37 per million input tokens and $54.76 per million output tokens.

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