Llama 3 Anyscale 7B: pricing, context window and benchmarks
Llama 3 Anyscale 7B is a small open-weight model from Anyscale. It offers a 4,096-token context window, costs $0.98 per million input tokens and $3.49 per million output tokens, and averages 56.2 across the index's benchmark suite.
Pricing
Llama 3 Anyscale 7B costs $0.98 per million input tokens and $3.49 per million output tokens. A blended 3:1 input-to-output mix works out to about $1.61 per million tokens. Cached input is listed at $0.15 per million tokens.
| Item | Price | Notes |
|---|---|---|
| Input | $0.98 | per 1M tokens |
| Output | $3.49 | per 1M tokens |
| Cached input | $0.15 | per 1M tokens |
| Blended 3:1 | $1.61 | estimate per 1M tokens |
| 1M in + 1M out | $4.47 | estimate |
Benchmarks
Scores below are modelled estimates on a 0–100 scale. Use them to compare relative position, not as official vendor results.
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 62.1 | 500 | 17th | |
| GPQA Diamond | 49.8 | 526 | 12th | |
| SWE-bench Verified | 44.3 | 473 | 21th | |
| HumanEval | 58.2 | 521 | 13th | |
| MATH-500 | 58.4 | 486 | 19th | |
| AIME 2025 | 46.1 | 488 | 19th | |
| LiveCodeBench | 41.1 | 532 | 11th | |
| IFEval | 67.3 | 499 | 17th | |
| TruthfulQA | 61.6 | 511 | 15th | |
| HellaSwag | 73.7 | 460 | 23th | |
| MMMU | 56.1 | 487 | 19th | |
| Arena Elo | 1234.9 | 521 | 13th |
What Llama 3 Anyscale 7B is good for
Llama 3 Anyscale 7B is a small model. That makes it a good fit for classification, extraction, routing, summarization and other high-volume jobs where latency and cost dominate. It is not the right pick for open-ended frontier reasoning, but at $0.98 per million input tokens it can handle a large share of production traffic.
Strengths
- Input price of $0.98 per million tokens is at or below the index median.
- Open weights make self-hosting, fine-tuning and data-residency review possible.
Trade-offs
- Context window of 4,096 tokens is small for long-document work.
- Average benchmark score is below the index median; test it on your own task.
- Less reliable on open-ended reasoning and complex multi-step instructions.
How it compares
| Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|
| Llama 3.1 Turbo 7B | Together AI | 8192 | $0.98 | 56.4 |
| Llama 3 Novita 7B | Novita AI | 8192 | $0.92 | 56.3 |
| Command R+ 7B | Cohere | 8192 | $0.95 | 56.2 |
| Llama 3 Anyscale 7B | Anyscale | 4096 | $0.98 | 56.2 |
| Yi-Large 8B | 01.AI | 32768 | $0.88 | 56.1 |
| Llama 3 Replicate 7B | Replicate | 32768 | $0.91 | 56.0 |
FAQ
How much does Llama 3 Anyscale 7B cost?
Llama 3 Anyscale 7B is listed at $0.98 per million input tokens and $3.49 per million output tokens. Cached input is $0.15 per million tokens. A blended 3:1 input-to-output mix is about $1.61 per million tokens.
What is the context window of Llama 3 Anyscale 7B?
Llama 3 Anyscale 7B has a context window of 4,096 tokens and can emit up to 4,096 output tokens per request in this index.
Is Llama 3 Anyscale 7B open weights?
Yes. Llama 3 Anyscale 7B is listed as an open-weight model under a open weights licence.
How does Llama 3 Anyscale 7B score on benchmarks?
Llama 3 Anyscale 7B averages 56.2 across the scored benchmarks in this index, ranking #503 of 600 models. Its strongest relative result is Arena Elo at 1234.9.
What is Llama 3 Anyscale 7B best for?
Llama 3 Anyscale 7B is a small model. That makes it a good fit for classification, extraction, routing, summarization and other high-volume jobs where latency and cost dominate. It is not the right pick for open-ended frontier reasoning, but at $0.98 per million input tokens it can handle a large share of production traffic.