Coding · DeepInfra

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

Llama 3 DeepInfra 8B scores 47.4 on LiveCodeBench, placing it #471 of 600 models in the index. The benchmark average is 61.0 and the leader is Claude Sonnet 4.5 Reasoning at 85.1.

Score
47.4
0–100 scale
Rank
#471
of 600
Percentile
22th
within the index
Benchmark avg
61.0
all models
Leader
85.1
Claude Sonnet 4.5 Reasoning
Gap to leader
37.7
points

Score distribution

The chart shows the top 10 models on LiveCodeBench, with Llama 3 DeepInfra 8B highlighted. Longer bars mean higher scores.

Claude Sonnet 4.5 Reasoning 85.1
Grok 4 Reasoning 85.1
Claude Opus 4.5 85.0
GPT-5.2 Max 84.8
Grok 4 Turbo 84.7
GPT-5.1 Turbo 84.6
GPT-5.2 Pro 84.6
GPT-5.2 Reasoning 84.6
Claude Opus 4.5 Pro 84.1
Gemini 3 Pro Max 83.6

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Sonnet 4.5 Reasoning Anthropic 400000 $19.48 87.7
2 Grok 4 Reasoning xAI 2000000 $19.67 87.8
3 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
4 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
5 Grok 4 Turbo xAI 1000000 $19.21 86.7
6 GPT-5.1 Turbo OpenAI 2000000 $19.19 86.1
7 GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
8 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
9 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
10 Gemini 3 Pro Max Google DeepMind 2000000 $20.57 87.9

What this score means

On LiveCodeBench, Llama 3 DeepInfra 8B sits at #471 of 600. The leader, Claude Sonnet 4.5 Reasoning, scores 85.1, so the gap to the top is 37.7 points. The median model in this index scores 64.7, which puts Llama 3 DeepInfra 8B below the midpoint.

DeepInfra models average 56.0 on this benchmark. Llama 3 DeepInfra 8B is 8.6 points below that provider line, so it is a weaker result than the average DeepInfra model.

Among small open-weight models, the average is 41.2. Llama 3 DeepInfra 8B is 6.2 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 47.4 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 LiveCodeBench. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Nemotron 4 7B NVIDIA 16384 $1.05 56.9
Zephyr Base Hugging Face 4096 $1.26 59.5
Llama 3.3 Groq 8B Groq 16384 $1.17 59.5
MiniMax-Text 7B MiniMax 16384 $1.10 57.7
Llama 3 DeepInfra 8B DeepInfra 8192 $1.05 57.4
Llama 3.1 Cerebras 7B Cerebras 32768 $0.95 56.5
GLM-4.6 7B Zhipu AI 16384 $1.52 61.8

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
IFEval 69.7 466 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 LiveCodeBench?

Llama 3 DeepInfra 8B scores 47.4 on LiveCodeBench in this index. The benchmark average is 61.0 and the top score is 85.1.

How does Llama 3 DeepInfra 8B rank on LiveCodeBench?

It ranks #471 of 600 models, in the 22nd percentile. The leader is Claude Sonnet 4.5 Reasoning at 85.1.

Is Llama 3 DeepInfra 8B good at LiveCodeBench?

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 LiveCodeBench score calculated?

LiveCodeBench is a coding 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.

Related