Instruction following · DeepInfra

Llama 3 DeepInfra 8B on IFEval: score, rank and what it means

Llama 3 DeepInfra 8B scores 69.7 on IFEval, placing it #466 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
69.7
0–100 scale
Rank
#466
of 600
Percentile
22th
within the index
Benchmark avg
78.6
all models
Leader
96.1
Claude Opus 4.5 Pro
Gap to leader
26.4
points

Score distribution

The chart shows the top 10 models on IFEval, with Llama 3 DeepInfra 8B 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 3 DeepInfra 8B sits at #466 of 600. The leader, Claude Opus 4.5 Pro, scores 96.1, so the gap to the top is 26.4 points. The median model in this index scores 81.2, which puts Llama 3 DeepInfra 8B below the midpoint.

DeepInfra models average 74.8 on this benchmark. Llama 3 DeepInfra 8B is 5.1 points below that provider line, so it is a weaker result than the average DeepInfra model.

Among small open-weight models, the average is 64.9. Llama 3 DeepInfra 8B is 4.8 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 69.7 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 $1.05 per million input tokens, Llama 3 DeepInfra 8B 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
Hunyuan-Large 7B Tencent 32768 $1.08 57.7
Reka Flash Nano Reka AI 16384 $3.93 61.0
GPT-NeoX EleutherAI 16384 $1.57 61.7
MiniMax-Text 8B MiniMax 4096 $1.22 59.5
Llama 3 DeepInfra 8B DeepInfra 8192 $1.05 57.4
Magistral 7B Mistral AI 32768 $1.22 58.9
Pythia Chat EleutherAI 4096 $1.31 59.1

Other benchmarks for Llama 3 DeepInfra 8B

BenchmarkScoreRankPercentileRelative
MMLU-Pro 65.0 454 24th
GPQA Diamond 52.7 491 18th
SWE-bench Verified 42.9 491 18th
HumanEval 60.2 501 17th
MATH-500 57.4 495 18th
AIME 2025 46.5 482 20th
LiveCodeBench 47.4 471 22th
TruthfulQA 63.5 482 20th
HellaSwag 72.0 497 17th
MMMU 54.4 504 16th
Arena Elo 1242.0 506 16th

FAQ

What score does Llama 3 DeepInfra 8B get on IFEval?

Llama 3 DeepInfra 8B scores 69.7 on IFEval in this index. The benchmark average is 78.6 and the top score is 96.1.

How does Llama 3 DeepInfra 8B rank on IFEval?

It ranks #466 of 600 models, in the 22nd percentile. The leader is Claude Opus 4.5 Pro at 96.1.

Is Llama 3 DeepInfra 8B 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 3 DeepInfra 8B cost?

Llama 3 DeepInfra 8B costs $1.05 per million input tokens and $3.99 per million output tokens.

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