DBRX 8B on HumanEval: score, rank and what it means
DBRX 8B scores 54.7 on HumanEval, placing it #545 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 DBRX 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, DBRX 8B sits at #545 of 600. The leader, GPT-5.2 Pro, scores 96.8, so the gap to the top is 42.1 points. The median model in this index scores 77.4, which puts DBRX 8B below the midpoint.
Databricks models average 65.7 on this benchmark. DBRX 8B is 11.0 points below that provider line, so it is a weaker result than the average Databricks model.
Among small open-weight models, the average is 56.7. DBRX 8B is 2.0 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 54.7 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 $0.82 per million input tokens, DBRX 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 |
|---|---|---|---|---|
| Kimi K1.5 1.5B | Moonshot AI | 4096 | $0.75 | 53.2 |
| Mixtral Turbo 7B | Together AI | 8192 | $0.68 | 53.2 |
| Hunyuan-Large 1.5B | Tencent | 8192 | $0.54 | 50.5 |
| Nemotron 4 1.5B | NVIDIA | 32768 | $0.49 | 50.8 |
| DBRX 8B | Databricks | 4096 | $0.82 | 54.1 |
| DBRX 7B | Databricks | 8192 | $0.65 | 51.9 |
| Phi-3.5 7B | Microsoft | 4096 | $0.50 | 50.5 |
Other benchmarks for DBRX 8B
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 61.1 | 511 | 15th | |
| GPQA Diamond | 49.5 | 531 | 12th | |
| SWE-bench Verified | 37.4 | 540 | 10th | |
| MATH-500 | 55.8 | 508 | 15th | |
| AIME 2025 | 45.7 | 491 | 18th | |
| LiveCodeBench | 38.6 | 545 | 9th | |
| IFEval | 64.8 | 534 | 11th | |
| TruthfulQA | 61.9 | 505 | 16th | |
| HellaSwag | 70.3 | 530 | 12th | |
| MMMU | 55.0 | 496 | 17th | |
| Arena Elo | 1243.0 | 503 | 16th |
FAQ
What score does DBRX 8B get on HumanEval?
DBRX 8B scores 54.7 on HumanEval in this index. The benchmark average is 74.0 and the top score is 96.8.
How does DBRX 8B rank on HumanEval?
It ranks #545 of 600 models, in the 9th percentile. The leader is GPT-5.2 Pro at 96.8.
Is DBRX 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 DBRX 8B cost?
DBRX 8B costs $0.82 per million input tokens and $3.15 per million output tokens.