Arctic 8B on LiveCodeBench: score, rank and what it means
Arctic 8B scores 39.7 on LiveCodeBench, placing it #539 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 distribution
The chart shows the top 10 models on LiveCodeBench, with Arctic 8B highlighted. Longer bars mean higher scores.
Top 10 leaderboard
| # | Model | Provider | Context | Input / 1M | Avg 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, Arctic 8B sits at #539 of 600. The leader, Claude Sonnet 4.5 Reasoning, scores 85.1, so the gap to the top is 45.4 points. The median model in this index scores 64.7, which puts Arctic 8B below the midpoint.
Snowflake models average 50.6 on this benchmark. Arctic 8B is 10.9 points below that provider line, so it is a weaker result than the average Snowflake model.
Among small open-weight models, the average is 41.2. Arctic 8B is 1.5 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 39.7 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 $0.65 per million input tokens, Arctic 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.
| Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|
| Embed 4 Nano | Cohere | 8192 | $1.48 | 49.7 |
| OLMo 2 7B | Allen Institute for AI | 16384 | $0.56 | 51.7 |
| MiniMax-Text 1.5B | MiniMax | 32768 | $0.58 | 51.5 |
| Llama 3.3 1.5B | Meta AI | 4096 | $0.61 | 52.2 |
| Arctic 8B | Snowflake | 8192 | $0.65 | 52.4 |
| Llama 3.1 Cerebras 1.5B | Cerebras | 4096 | $0.48 | 50.2 |
| Arctic 7B | Snowflake | 8192 | $0.49 | 50.3 |
Other benchmarks for Arctic 8B
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 58.3 | 548 | 9th | |
| GPQA Diamond | 47.9 | 539 | 10th | |
| SWE-bench Verified | 36.8 | 543 | 10th | |
| HumanEval | 55.8 | 537 | 11th | |
| MATH-500 | 52.8 | 535 | 11th | |
| AIME 2025 | 39.7 | 542 | 10th | |
| IFEval | 64.4 | 537 | 11th | |
| TruthfulQA | 59.0 | 541 | 10th | |
| HellaSwag | 69.4 | 542 | 10th | |
| MMMU | 52.1 | 526 | 12th | |
| Arena Elo | 1224.0 | 532 | 11th |
FAQ
What score does Arctic 8B get on LiveCodeBench?
Arctic 8B scores 39.7 on LiveCodeBench in this index. The benchmark average is 61.0 and the top score is 85.1.
How does Arctic 8B rank on LiveCodeBench?
It ranks #539 of 600 models, in the 10th percentile. The leader is Claude Sonnet 4.5 Reasoning at 85.1.
Is Arctic 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 Arctic 8B cost?
Arctic 8B costs $0.65 per million input tokens and $2.31 per million output tokens.