Llama 4 Scout Base on GPQA Diamond: score, rank and what it means
Llama 4 Scout Base scores 70.5 on GPQA Diamond, placing it #251 of 600 models in the index. The benchmark average is 65.6 and the leader is GPT-5.2 Reasoning at 87.0.
Score distribution
The chart shows the top 10 models on GPQA Diamond, with Llama 4 Scout Base highlighted. Longer bars mean higher scores.
Top 10 leaderboard
| # | Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|---|
| 1 | GPT-5.2 Reasoning | OpenAI | 1000000 | $20.98 | 87.5 |
| 2 | GPT-5.1 Max | OpenAI | 2000000 | $20.50 | 87.9 |
| 3 | Claude Opus 4.5 Pro | Anthropic | 200000 | $20.98 | 89.1 |
| 4 | GPT-5.1 Reasoning | OpenAI | 400000 | $20.27 | 88.3 |
| 5 | Claude Sonnet 4.5 Reasoning | Anthropic | 400000 | $19.48 | 87.7 |
| 6 | GPT-5.2 | OpenAI | 2000000 | $19.71 | 88.0 |
| 7 | o4 Turbo | OpenAI | 2000000 | $19.34 | 86.6 |
| 8 | Claude Opus 4.5 Max | Anthropic | 1000000 | $20.90 | 87.8 |
| 9 | Grok 4 Turbo | xAI | 1000000 | $19.21 | 86.7 |
| 10 | Claude Sonnet 4.5 Max | Anthropic | 1000000 | $19.90 | 87.2 |
What this score means
On GPQA Diamond, Llama 4 Scout Base sits at #251 of 600. The leader, GPT-5.2 Reasoning, scores 87.0, so the gap to the top is 16.5 points. The median model in this index scores 68.8, which puts Llama 4 Scout Base above the midpoint.
Meta AI models average 64.6 on this benchmark. Llama 4 Scout Base is 5.9 points above that provider line, so it is a stronger result than the average Meta AI model.
Among multimodal models, the average is 73.5. Llama 4 Scout Base is 3.0 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 70.5 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 $3.95 per million input tokens, Llama 4 Scout Base is below the median input price of $4.00 across the 600 models scored on GPQA Diamond. 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 |
|---|---|---|---|---|
| Mixtral Chat | Mistral AI | 65536 | $3.30 | 72.6 |
| Claude 3.7 Sonnet Mini | Anthropic | 32768 | $9.74 | 73.0 |
| Command R+ | Cohere | 32768 | $3.96 | 76.3 |
| Command R+ Instruct | Cohere | 200000 | $4.16 | 76.2 |
| Llama 4 Scout Base | Meta AI | 32768 | $3.95 | 75.3 |
| Codestral Base | Mistral AI | 8192 | $3.31 | 73.1 |
| Reka Flash Reasoning | Reka AI | 32768 | $10.70 | 75.6 |
Other benchmarks for Llama 4 Scout Base
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 80.7 | 158 | 74th | |
| SWE-bench Verified | 65.1 | 213 | 65th | |
| HumanEval | 81.1 | 211 | 65th | |
| MATH-500 | 78.4 | 250 | 58th | |
| AIME 2025 | 68.2 | 293 | 51th | |
| LiveCodeBench | 67.6 | 234 | 61th | |
| IFEval | 82.3 | 268 | 55th | |
| TruthfulQA | 79.8 | 189 | 69th | |
| HellaSwag | 83.6 | 300 | 50th | |
| MMMU | 71.5 | 257 | 57th | |
| Arena Elo | 1395.6 | 225 | 63th |
FAQ
What score does Llama 4 Scout Base get on GPQA Diamond?
Llama 4 Scout Base scores 70.5 on GPQA Diamond in this index. The benchmark average is 65.6 and the top score is 87.0.
How does Llama 4 Scout Base rank on GPQA Diamond?
It ranks #251 of 600 models, in the 58th percentile. The leader is GPT-5.2 Reasoning at 87.0.
Is Llama 4 Scout Base good at GPQA Diamond?
Yes, relative to the index: it is above the median and inside the top half of scores. The result should be read alongside its price and context window.
How is the GPQA Diamond score calculated?
GPQA Diamond is a reasoning 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 4 Scout Base cost?
Llama 4 Scout Base costs $3.95 per million input tokens and $18.97 per million output tokens.