Gemini 4 Argon vs Muse Wonder Full
GDP.pdf · AA all-pass GDP.pdf · AA all-pass: Models reason over professional PDF documents; an attempt passes only when every atomic criterion passes
Gemini 4 Argon21.8
Muse Wonder Full32.6
Chartography Chartography: Expert chart reasoning over professional scientific, medical, financial and engineering charts
Gemini 4 Argon71.6
Muse Wonder Full—
| Benchmark | Gemini 4 Argon | Muse Wonder Full |
|---|---|---|
| GDP.pdf · AA all-pass | 21.8 | 32.6 |
| Chartography | 71.6 | — |
Specs
| Spec | Gemini 4 Argon | Muse Wonder Full |
|---|---|---|
| Input, per 1M | !$2 | — |
| Output, per 1M | !$10 | — |
| Cost per task? | $1.99 | — |
| Speed, tok/s | 84 | — |
| Context | 1M | 1M |
| Weights | Closed | Closed |
| Released | Oct 2026 | Oct 2026 |
| See images | ✓ | ✓ |
| Read PDFs | ✓ | ? |
| Hear audio | ✓ | ✓ |
| Watch video | ✓ | ✓ |
| Call tools | ✓ | ✓ |
| Force a tool call | Partial | ? |
| Return strict JSON | ✓ | ? |
| Search the web | ✓ | ? |
| Run code | ✓ | ? |
| Use a computer | ? | ? |
What breaks when you switch
Gemini 4 Argon → Muse Wonder Full
Only in Muse Code›
Muse Wonder Full requires a Muse Code subscription; max reasoning effort on the Model API Wonder model does not select Full.
Muse Wonder Full → Gemini 4 Argon
Synchronous output stops at 65,536›
With background false, output limits above 65,536 tokens return HTTP 400; stay at or below that limit.
Sampling parameters are ignored›
temperature, top_p and top_k are ignored; remove them from requests.
No explicit caching›
Explicit caching is unavailable; omit explicit cache requests.