Instruction following · Meta AI

Llama 4 Maverick 7B on IFEval: score, rank and what it means

Llama 4 Maverick 7B scores 70.7 on IFEval, placing it #445 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
70.7
0–100 scale
Rank
#445
of 600
Percentile
26th
within the index
Benchmark avg
78.6
all models
Leader
96.1
Claude Opus 4.5 Pro
Gap to leader
25.4
points

Score distribution

The chart shows the top 10 models on IFEval, with Llama 4 Maverick 7B 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, Llama 4 Maverick 7B sits at #445 of 600. The leader, Claude Opus 4.5 Pro, scores 96.1, so the gap to the top is 25.4 points. The median model in this index scores 81.2, which puts Llama 4 Maverick 7B below the midpoint.

Meta AI models average 77.8 on this benchmark. Llama 4 Maverick 7B is 7.1 points below that provider line, so it is a weaker result than the average Meta AI model.

Among small open-weight models, the average is 64.9. Llama 4 Maverick 7B is 5.8 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 70.7 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 $1.52 per million input tokens, Llama 4 Maverick 7B is below 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
Qwen3-Coder 7B Alibaba Cloud 32768 $1.24 59.6
Qwen3 8B Alibaba Cloud 8192 $1.66 61.9
GPT-NeoX Base EleutherAI 16384 $1.22 59.7
StableLM 2 Base Stability AI 8192 $1.49 61.9
Llama 4 Maverick 7B Meta AI 4096 $1.52 61.9
Sonar Nano Perplexity 4096 $4.37 61.9
Hunyuan-Large 8B Tencent 4096 $1.29 58.7

Other benchmarks for Llama 4 Maverick 7B

BenchmarkScoreRankPercentileRelative
MMLU-Pro 65.2 451 25th
GPQA Diamond 59.2 414 31th
SWE-bench Verified 50.0 422 30th
HumanEval 65.1 440 27th
MATH-500 66.0 414 31th
AIME 2025 56.5 407 32th
LiveCodeBench 48.5 461 23th
TruthfulQA 65.6 452 25th
HellaSwag 75.1 438 27th
MMMU 58.7 446 26th
Arena Elo 1287.3 435 28th

FAQ

What score does Llama 4 Maverick 7B get on IFEval?

Llama 4 Maverick 7B scores 70.7 on IFEval in this index. The benchmark average is 78.6 and the top score is 96.1.

How does Llama 4 Maverick 7B rank on IFEval?

It ranks #445 of 600 models, in the 26th percentile. The leader is Claude Opus 4.5 Pro at 96.1.

Is Llama 4 Maverick 7B 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 Llama 4 Maverick 7B cost?

Llama 4 Maverick 7B costs $1.52 per million input tokens and $8.19 per million output tokens.

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