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Sakana Namazu vs Solar Pro 4

Sakana Namazu leads the LLM Stats Score 43.2 to 36.0. Solar Pro 4 is 3.3x cheaper per token.

Sakana AI · Upstage · Updated for 2026

Which is better?

Sakana Namazu leads the overall LLM Stats Score 43.2 to 36.0, ranking #37 overall.

In the 2 individual benchmarks reported for both models, Sakana Namazu wins 2; this is a narrower head-to-head signal than the composite indexes.

On price, Solar Pro 4 is roughly 3.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Solar Pro 4 also accepts a larger context window (524,288 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Sakana Namazu

  • overall performance matters — it scores 43.2 and ranks #37 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 2 of 2 exact shared results

Choose Solar Pro 4

  • cost matters — it's about 3.3x cheaper per token
  • you process long inputs — it offers a 524,288 token context window
  • you want the most recent training data — it shipped Aug 2026

At a glance

The differences that matter most.

Core performance indexes
43.2
#37
36.0
#72
43.0
#36
35.6
#71
Cost, coverage & limits
Benchmark wins
2 of 2
0 of 2
Input price
$0.95 / M
$0.30 / M
Output price
$4.00 / M
$1.20 / M
Context window
256,000
524,288

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Sakana Namazu
Solar Pro 4
38.9#22
32.0#55
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

3 reported for Sakana Namazu · 9 for Solar Pro 4

2 shared

Sakana Namazu outperforms in 2 benchmarks (AIME 2026, MMLU-Pro), while Solar Pro 4 is better at 0 benchmarks.

Sakana Namazu significantly outperforms across most benchmarks.

Fri Aug 28 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Solar Pro 4 costs less

For input processing, Sakana Namazu ($0.95/1M tokens) is 3.2x more expensive than Solar Pro 4 ($0.30/1M tokens).

For output processing, Sakana Namazu ($4.00/1M tokens) is 3.3x more expensive than Solar Pro 4 ($1.20/1M tokens).

In conclusion, Sakana Namazu is more expensive than Solar Pro 4.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Fri Aug 28 2026 • llm-stats.com
Sakana AI
Sakana Namazu
Input tokens$0.95
Output tokens$4.00
Best providerUnknown Organization
Upstage
Solar Pro 4
Input tokens$0.30
Output tokens$1.20
Best providerUnknown Organization
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Solar Pro 4 accepts 524,288 input tokens compared to Sakana Namazu's 256,000 tokens. Sakana Namazu can generate longer responses up to 256,000 tokens, while Solar Pro 4 is limited to 131,072 tokens.

Sakana AI
Sakana Namazu
Input256,000 tokens
Output256,000 tokens
Upstage
Solar Pro 4
Input524,288 tokens
Output131,072 tokens
Fri Aug 28 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Sakana Namazu supports multimodal inputs, whereas Solar Pro 4 does not.

Sakana Namazu can handle both text and other forms of data like images, making it suitable for multimodal applications.

Sakana Namazu

Text
Images
Audio
Video

Solar Pro 4

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Sakana Namazu

Proprietary

Closed source

Solar Pro 4

Proprietary

Closed source

Release Timeline

When each model was launched

Sakana Namazu was released on 2026-08-03, while Solar Pro 4 was released on 2026-08-06.

Solar Pro 4 is 0 month newer than Sakana Namazu.

Sakana Namazu

Aug 3, 2026

3 weeks ago

Solar Pro 4

Aug 6, 2026

3 weeks ago

3d newer

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Sakana Namazu is available from Sakana AI. Solar Pro 4 is available from Upstage.

Sakana Namazu

sakana logo
Unknown Organization
Input Price:Input: $0.95/1MOutput Price:Output: $4.00/1M

Solar Pro 4

upstage logo
Unknown Organization
Input Price:Input: $0.30/1MOutput Price:Output: $1.20/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Sakana Namazu and Solar Pro 4 side-by-side, then vote on the output you prefer.

Sakana Namazu
✓ Preferred
Solar Pro 4
Open in Playground

FAQ

Common questions about Sakana Namazu vs Solar Pro 4.

Which is better, Sakana Namazu or Solar Pro 4?

Sakana Namazu leads the LLM Stats Score 43.2 to 36.0. Sakana Namazu is made by Sakana AI and Solar Pro 4 is made by Upstage. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Sakana Namazu compare to Solar Pro 4 in benchmarks?

Sakana Namazu scores AIME 2026: 96.7%, LiveCodeBench v6: 90.3%, MMLU-Pro: 90.3%. Solar Pro 4 scores AIME 2026: 95.3%, GPQA: 89.0%, LiveCodeBench: 87.8%, MMLU-Pro: 86.3%, AA-LCR: 71.0%.

Is Sakana Namazu cheaper than Solar Pro 4?

Solar Pro 4 is 3.2x cheaper for input tokens. Sakana Namazu costs $0.95/M input and $4.00/M output via sakana. Solar Pro 4 costs $0.30/M input and $1.20/M output via upstage.

What are the context window sizes for Sakana Namazu and Solar Pro 4?

Sakana Namazu supports 256K tokens and Solar Pro 4 supports 524K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Sakana Namazu and Solar Pro 4?

Key differences include LLM Stats Score (43.2 vs 36.0), context window (256K vs 524K), input pricing ($0.95 vs $0.30/M), multimodal support (yes vs no). See the full comparison above for benchmark-by-benchmark results.

Who makes Sakana Namazu and Solar Pro 4?

Sakana Namazu is developed by Sakana AI and Solar Pro 4 is developed by Upstage.