Llama 3.3 Groq 8B on HumanEval: score, rank and what it means
Llama 3.3 Groq 8B scores 61.6 on HumanEval, placing it #473 of 600 models in the index. The benchmark average is 74.0 and the leader is GPT-5.2 Pro at 96.8.
Score distribution
The chart shows the top 10 models on HumanEval, with Llama 3.3 Groq 8B highlighted. Longer bars mean higher scores.
Top 10 leaderboard
| # | Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|---|
| 1 | GPT-5.2 Pro | OpenAI | 2000000 | $21.32 | 89.6 |
| 2 | Gemini 3 Pro Pro | Google DeepMind | 200000 | $19.80 | 87.3 |
| 3 | o4 Max | OpenAI | 2000000 | $19.51 | 86.2 |
| 4 | Grok 4 Reasoning | xAI | 2000000 | $19.67 | 87.8 |
| 5 | Claude Opus 4.5 | Anthropic | 400000 | $19.42 | 87.7 |
| 6 | GPT-5.2 Max | OpenAI | 1000000 | $21.39 | 89.2 |
| 7 | Claude Opus 4.5 Pro | Anthropic | 200000 | $20.98 | 89.1 |
| 8 | Grok 4 Max | xAI | 2000000 | $19.70 | 86.6 |
| 9 | GPT-5.2 Turbo | OpenAI | 1000000 | $20.73 | 87.4 |
| 10 | GPT-5.1 Reasoning | OpenAI | 400000 | $20.27 | 88.3 |
What this score means
On HumanEval, Llama 3.3 Groq 8B sits at #473 of 600. The leader, GPT-5.2 Pro, scores 96.8, so the gap to the top is 35.2 points. The median model in this index scores 77.4, which puts Llama 3.3 Groq 8B below the midpoint.
Groq models average 68.3 on this benchmark. Llama 3.3 Groq 8B is 6.7 points below that provider line, so it is a weaker result than the average Groq model.
Among small open-weight models, the average is 56.7. Llama 3.3 Groq 8B is 4.9 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 61.6 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 $1.17 per million input tokens, Llama 3.3 Groq 8B is below the median input price of $4.00 across the 600 models scored on HumanEval. The models immediately around it in the ranking are shown below so you can compare score and price together.
| Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|
| Llama 3 Lambda 8B | Lambda | 4096 | $1.03 | 57.2 |
| Pythia Chat | EleutherAI | 4096 | $1.31 | 59.1 |
| Gemma 3 8B | Google DeepMind | 16384 | $0.96 | 56.5 |
| Hunyuan-Large 7B | Tencent | 32768 | $1.08 | 57.7 |
| Llama 3.3 Groq 8B | Groq | 16384 | $1.17 | 59.5 |
| Llama 3 Baseten 8B | Baseten | 4096 | $1.02 | 57.0 |
| Llama 3 Replicate 8B | Replicate | 32768 | $1.00 | 57.0 |
Other benchmarks for Llama 3.3 Groq 8B
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 62.6 | 493 | 18th | |
| GPQA Diamond | 57.3 | 435 | 28th | |
| SWE-bench Verified | 46.9 | 447 | 26th | |
| MATH-500 | 60.1 | 462 | 23th | |
| AIME 2025 | 50.6 | 455 | 24th | |
| LiveCodeBench | 47.7 | 469 | 22th | |
| IFEval | 70.4 | 453 | 25th | |
| TruthfulQA | 64.7 | 462 | 23th | |
| HellaSwag | 75.3 | 437 | 27th | |
| MMMU | 57.3 | 466 | 22th | |
| Arena Elo | 1277.4 | 449 | 25th |
FAQ
What score does Llama 3.3 Groq 8B get on HumanEval?
Llama 3.3 Groq 8B scores 61.6 on HumanEval in this index. The benchmark average is 74.0 and the top score is 96.8.
How does Llama 3.3 Groq 8B rank on HumanEval?
It ranks #473 of 600 models, in the 21st percentile. The leader is GPT-5.2 Pro at 96.8.
Is Llama 3.3 Groq 8B good at HumanEval?
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 HumanEval score calculated?
HumanEval 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 3.3 Groq 8B cost?
Llama 3.3 Groq 8B costs $1.17 per million input tokens and $6.16 per million output tokens.