Llama 3 Novita Instruct on MMMU: score, rank and what it means
Llama 3 Novita Instruct scores 70.9 on MMMU, placing it #273 of 600 models in the index. The benchmark average is 67.1 and the leader is GPT-5.2 Max at 86.9.
Score distribution
The chart shows the top 10 models on MMMU, with Llama 3 Novita Instruct highlighted. Longer bars mean higher scores.
Top 10 leaderboard
| # | Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|---|
| 1 | GPT-5.2 Max | OpenAI | 1000000 | $21.39 | 89.2 |
| 2 | GPT-5.1 Reasoning | OpenAI | 400000 | $20.27 | 88.3 |
| 3 | GPT-5.2 | OpenAI | 2000000 | $19.71 | 88.0 |
| 4 | Claude Sonnet 4.5 Reasoning | Anthropic | 400000 | $19.48 | 87.7 |
| 5 | GPT-5.1 Max | OpenAI | 2000000 | $20.50 | 87.9 |
| 6 | Grok 4 Pro | xAI | 1000000 | $19.00 | 85.4 |
| 7 | Claude Opus 4.5 Reasoning | Anthropic | 2000000 | $20.91 | 88.2 |
| 8 | Claude Sonnet 4.5 Pro | Anthropic | 1000000 | $18.73 | 86.7 |
| 9 | GPT-5.2 Pro | OpenAI | 2000000 | $21.32 | 89.6 |
| 10 | GPT-5.2 Vision | OpenAI | 1000000 | $19.03 | 87.4 |
What this score means
On MMMU, Llama 3 Novita Instruct sits at #273 of 600. The leader, GPT-5.2 Max, scores 86.9, so the gap to the top is 16.0 points. The median model in this index scores 70.0, which puts Llama 3 Novita Instruct above the midpoint.
Novita AI models average 62.3 on this benchmark. Llama 3 Novita Instruct is 8.6 points above that provider line, so it is a stronger result than the average Novita AI model.
Among multimodal models, the average is 74.3. Llama 3 Novita Instruct is 3.4 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 70.9 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 $3.94 per million input tokens, Llama 3 Novita Instruct is below the median input price of $4.00 across the 600 models scored on MMMU. 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 |
|---|---|---|---|---|
| Yi-Large Chat | 01.AI | 65536 | $3.49 | 73.5 |
| Fusion Turbo | OpenRouter | 8192 | $8.55 | 71.7 |
| Nemotron 4 Chat | NVIDIA | 65536 | $3.99 | 75.0 |
| Fusion Reasoning | OpenRouter | 65536 | $8.59 | 72.2 |
| Llama 3 Novita Instruct | Novita AI | 32768 | $3.94 | 75.6 |
| Llama 3.1 Instruct | Meta AI | 200000 | $4.05 | 75.7 |
| Llama 3.1 Turbo Chat | Together AI | 200000 | $3.95 | 76.1 |
Other benchmarks for Llama 3 Novita Instruct
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 77.5 | 260 | 57th | |
| GPQA Diamond | 73.8 | 175 | 71th | |
| SWE-bench Verified | 63.2 | 250 | 58th | |
| HumanEval | 82.2 | 182 | 70th | |
| MATH-500 | 79.9 | 212 | 65th | |
| AIME 2025 | 70.2 | 254 | 58th | |
| LiveCodeBench | 68.3 | 220 | 63th | |
| IFEval | 81.4 | 293 | 51th | |
| TruthfulQA | 80.1 | 174 | 71th | |
| HellaSwag | 84.5 | 266 | 56th | |
| Arena Elo | 1395.1 | 228 | 62th |
FAQ
What score does Llama 3 Novita Instruct get on MMMU?
Llama 3 Novita Instruct scores 70.9 on MMMU in this index. The benchmark average is 67.1 and the top score is 86.9.
How does Llama 3 Novita Instruct rank on MMMU?
It ranks #273 of 600 models, in the 55th percentile. The leader is GPT-5.2 Max at 86.9.
Is Llama 3 Novita Instruct good at MMMU?
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 MMMU score calculated?
MMMU is a multimodal 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 Novita Instruct cost?
Llama 3 Novita Instruct costs $3.94 per million input tokens and $19.63 per million output tokens.