Instruction following · Anthropic

Claude Opus 4.5 Nano on IFEval: score, rank and what it means

Claude Opus 4.5 Nano scores 79.7 on IFEval, placing it #337 of 600 models in the index. The benchmark average is 78.6 and the leader is Claude Opus 4.5 Pro at 96.1.

Score
79.7
0–100 scale
Rank
#337
of 600
Percentile
44th
within the index
Benchmark avg
78.6
all models
Leader
96.1
Claude Opus 4.5 Pro
Gap to leader
16.4
points

Score distribution

The chart shows the top 10 models on IFEval, with Claude Opus 4.5 Nano highlighted. Longer bars mean higher scores.

Claude Opus 4.5 Pro 96.1
Claude Opus 4.5 Reasoning 95.9
GPT-5.2 Pro 95.6
GPT-5.2 Max 95.2
GPT-5.2 Reasoning 95.0
GPT-5.1 Pro 94.8
Gemini 3 Pro Max 94.7
GPT-5.1 Reasoning 94.6
Claude Opus 4.5 Max 94.5
o4 Reasoning 94.5

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
2 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2
3 GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
4 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
5 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
6 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
7 Gemini 3 Pro Max Google DeepMind 2000000 $20.57 87.9
8 GPT-5.1 Reasoning OpenAI 400000 $20.27 88.3
9 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
10 o4 Reasoning OpenAI 1000000 $19.69 87.5

What this score means

On IFEval, Claude Opus 4.5 Nano sits at #337 of 600. The leader, Claude Opus 4.5 Pro, scores 96.1, so the gap to the top is 16.4 points. The median model in this index scores 81.2, which puts Claude Opus 4.5 Nano below the midpoint.

Anthropic models average 88.3 on this benchmark. Claude Opus 4.5 Nano is 8.6 points below that provider line, so it is a weaker result than the average Anthropic model.

Among multimodal models, the average is 85.2. Claude Opus 4.5 Nano is 5.5 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 79.7 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 $9.38 per million input tokens, Claude Opus 4.5 Nano is above the median input price of $4.00 across the 600 models scored on IFEval. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Yi-Lightning Base 01.AI 16384 $3.31 72.7
Gemini 2.5 Pro Nano Google DeepMind 32768 $7.28 69.2
Firefunction Turbo Fireworks AI 32768 $8.44 70.7
Mixtral Instruct Mistral AI 65536 $3.35 72.9
Claude Opus 4.5 Nano Anthropic 32768 $9.38 73.3
Gemma 3 Base Google DeepMind 65536 $3.09 71.1
Llama 3 DeepInfra Base DeepInfra 16384 $2.95 71.8

Other benchmarks for Claude Opus 4.5 Nano

BenchmarkScoreRankPercentileRelative
MMLU-Pro 76.1 300 50th
GPQA Diamond 69.4 281 53th
SWE-bench Verified 62.2 273 55th
HumanEval 75.5 334 44th
MATH-500 77.2 272 55th
AIME 2025 71.4 229 62th
LiveCodeBench 65.0 293 51th
TruthfulQA 78.1 252 58th
HellaSwag 82.1 344 43th
MMMU 69.2 322 46th
Arena Elo 1373.3 305 49th

FAQ

What score does Claude Opus 4.5 Nano get on IFEval?

Claude Opus 4.5 Nano scores 79.7 on IFEval in this index. The benchmark average is 78.6 and the top score is 96.1.

How does Claude Opus 4.5 Nano rank on IFEval?

It ranks #337 of 600 models, in the 44th percentile. The leader is Claude Opus 4.5 Pro at 96.1.

Is Claude Opus 4.5 Nano good at IFEval?

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 IFEval score calculated?

IFEval is a instruction following 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 Opus 4.5 Nano cost?

Claude Opus 4.5 Nano costs $9.38 per million input tokens and $36.06 per million output tokens.

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