Gemini 4 Argon vs Muse Wonder Full
Terminal-Bench 4.0 Terminal-Bench 4.0 · source setting 2: Agents use a terminal to complete executable coding, system administration and research tasks in the 4.0 suite
Gemini 4 Argon57.1
Muse Wonder Full57.1
WebDev Arena WebDev Arena: Human pairwise preferences in the stated webdev vote pool
Gemini 4 Argon1,678
Muse Wonder Full1,726
SciCode SciCode: Writing code for real scientific computing problems (physics, biology, math)
Gemini 4 Argon61.8
Muse Wonder Full62.6
FrontierCode 1.1 FrontierCode 1.1: Agents implement changes in real repositories, graded against maintainer-defined requirements
Gemini 4 Argon43.5
Muse Wonder Full—
SWE-bench Pro (v2 full) SWE-bench Pro (v2 full): Agents resolve repository issues under the network-locked v2 protocol; full and 51-task Hard results are separate
Gemini 4 Argon99.2
Muse Wonder Full—
SWE-bench Pro (v2 hard) SWE-bench Pro (v2 hard): Agents resolve repository issues under the network-locked v2 protocol; full and 51-task Hard results are separate
Gemini 4 Argon92.2
Muse Wonder Full—
Terminal-Bench Science 0.1 Terminal-Bench Science 0.1: Agents complete expert-authored research workflows across five scientific domains in a terminal
Gemini 4 Argon52.9
Muse Wonder Full—
| Benchmark | Gemini 4 Argon | Muse Wonder Full |
|---|---|---|
| Terminal-Bench 4.0 | 57.1 | 57.1 |
| WebDev Arena | 1,678 | 1,726 |
| SciCode | 61.8 | 62.6 |
| FrontierCode 1.1 | 43.5 | — |
| SWE-bench Pro (v2 full) | 99.2 | — |
| SWE-bench Pro (v2 hard) | 92.2 | — |
| Terminal-Bench Science 0.1 | 52.9 | — |
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.