Muse Spark 1.1 vs Qwen3.8 Max vs Gemini 3.6 Flash
Too close to call on our weighted score (Gemini 3.6 Flash 73, Muse Spark 1.1 70, Qwen3.8 Max 69). The right pick depends on what you value most.
MetaMuse Spark 1.1
70/100- ECI154.3
- Price$1.25 / $4.25
- Context1.05M
Alibaba (Qwen)Qwen3.8 Max
69/100- ECI156.6
- Price$2.00 / $6.00
- Context1M
GoogleGemini 3.6 Flash
73/100- ECI154.3
- Price$0.75 / $3.75
- Context1.05M
Too close to call
It is close. Our weighted score puts them within 3 points (Gemini 3.6 Flash 73/100, Muse Spark 1.1 70/100, Qwen3.8 Max 69/100), so choose by what matters most for your work: Qwen3.8 Max for raw capability and Gemini 3.6 Flash on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
- CapabilityQwen3.8 MaxCapabilities Index (ECI): Qwen3.8 Max 156.6 · Gemini 3.6 Flash 154.3 · Muse Spark 1.1 154.3
- Lowest priceGemini 3.6 FlashGemini 3.6 Flash $1.50 · Muse Spark 1.1 $2.00 · Qwen3.8 Max $3.00 per 1M tokens (3:1 blend)
- Longest contextMuse Spark 1.1 and Gemini 3.6 FlashMuse Spark 1.1 1,048,576 · Gemini 3.6 Flash 1,048,576 · Qwen3.8 Max 1,000,000 tokens
- Widest inputsGemini 3.6 FlashMuse Spark 1.1: Text, Images, PDFs, Video · Qwen3.8 Max: Text, Images, PDFs, Video · Gemini 3.6 Flash: Text, Images, PDFs, Audio, Video
- Self-hostingNo open weightsAll three are available only through APIs
| Measure | Weight | Muse Spark 1.1 | Qwen3.8 Max | Gemini 3.6 Flash |
|---|---|---|---|---|
| CapabilityCapabilities Index (ECI) | 50% | 84 | 86 | 84 |
| Price | 25% | 36 | 27 | 42 |
| Inputs & features | 15% | 90 | 90 | 100 |
| Context window | 10% | 61 | 60 | 61 |
| Overall | 100% | 70/100 | 69/100 | 73/100 |
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Muse Spark 1.1Meta | Qwen3.8 MaxAlibaba (Qwen) | Gemini 3.6 FlashGoogle |
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | 154.3 | 156.6 (best) | 154.3 |
| ECI rank | #35 of 148 | #20 of 148 (best) | #34 of 148 |
| GPQA DiamondGraduate-level science questions | — | 92.7% | 94.1% (best) |
| FrontierMath Tiers 1–3Research-level mathematics | — | 74.7% (best) | 59.0% |
| OTIS Mock AIME 2024–2025Competition mathematics | — | 99.4% (best) | 94.2% |
| SimpleQA VerifiedShort factual questions | 57.8% | 45.8% | 66.2% (best) |
| Price per million tokens | |||
| Input | $1.25 | $2.00 | $0.75 (best) |
| Output | $4.25 | $6.00 | $3.75 (best) |
| Cached input | $0.15 | $0.25 | $0.075 (best) |
| Blended (3:1) | $2.00 | $3.00 | $1.50 (best) |
| Long-context rate | Same rate | Same rate | Same rate |
| Price source | Official Meta API | Official Alibaba API | Official Google API |
| Limits | |||
| Context window | 1,048,576 tokens (best) | 1,000,000 tokens | 1,048,576 tokens (best) |
| Max output | 131,072 tokens (best) | 131,072 tokens (best) | 65,536 tokens |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | Yes | Yes | Yes |
| PDFs | Yes | Yes | Yes |
| Audio | No | No | Yes |
| Video | Yes | Yes | Yes |
| Reasoning | Yesminimal · low · medium · high · xhigh | Yeslow · medium · xhigh | Yesminimal · low · medium · high |
| Tool calling | Yes | Yes | Yes |
| Structured output | Yes | Yes | Yes |
| Availability | |||
| Weights | Proprietary | Proprietary | Proprietary |
| API model ID | muse-spark-1.1 | qwen3.8-max | gemini-3.6-flash |
| API providers | 13 | 25 (best) | 25 (best) |
| Released | Jul 9, 2026 | Aug 3, 2026 | Jul 21, 2026 |
| Knowledge cutoff | — | — | Mar 2026 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Muse Spark 1.1$21.00
- Qwen3.8 Max$32.00
- Gemini 3.6 Flash$15.00
Which should you choose?
Which is better: Muse Spark 1.1, Qwen3.8 Max or Gemini 3.6 Flash?
It is close. Our weighted score puts them within 3 points (Gemini 3.6 Flash 73/100, Muse Spark 1.1 70/100, Qwen3.8 Max 69/100), so choose by what matters most for your work: Qwen3.8 Max for raw capability and Gemini 3.6 Flash on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
Which is cheaper, Muse Spark 1.1, Qwen3.8 Max or Gemini 3.6 Flash?
Gemini 3.6 Flash is cheaper at $0.75 input / $3.75 output per million tokens (official Google API price). Muse Spark 1.1 costs $1.25 input / $4.25 output per million tokens (official Meta API price); Qwen3.8 Max costs $2.00 input / $6.00 output per million tokens (official Alibaba API price). At a typical mix of three input tokens to one output token, that is $1.50 per million tokens for Gemini 3.6 Flash versus $2.00 for Muse Spark 1.1 (1.3× as much) and $3.00 for Qwen3.8 Max (2× as much).
Which scores higher on benchmarks?
Qwen3.8 Max scores higher on the Capabilities Index (ECI): Qwen3.8 Max 156.6 (#20 of 148), Gemini 3.6 Flash 154.3 (#34 of 148) and Muse Spark 1.1 154.3 (#35 of 148). The confidence ranges of the top two overlap (154.5–158.8 vs 152.6–156.3), so treat the gap as small. On individual benchmarks: SimpleQA Verified — Gemini 3.6 Flash 66.2%, Muse Spark 1.1 57.8%, Qwen3.8 Max 45.8%.
Which is better for coding?
There are no published SWE-bench Verified results for Muse Spark 1.1, Qwen3.8 Max and Gemini 3.6 Flash yet, so there is no like-for-like coding score. On overall capability, Qwen3.8 Max leads, which tends to carry over to coding, but test on your own codebase. All three support tool calling for agent workflows.
Which has the bigger context window?
Muse Spark 1.1 and Gemini 3.6 Flash have the largest context windows (1,048,576 and 1,048,576 tokens), against 1,000,000 for Qwen3.8 Max. Maximum output per response: Muse Spark 1.1 up to 131,072, Qwen3.8 Max up to 131,072, Gemini 3.6 Flash up to 65,536 tokens.
Which can read images, PDFs, audio or video?
Muse Spark 1.1 accepts text, images, PDFs and video; Qwen3.8 Max accepts text, images, PDFs and video; Gemini 3.6 Flash accepts text, images, PDFs, audio and video. Gemini 3.6 Flash handles the widest range of inputs.
Are any of these open source?
No. Muse Spark 1.1, Qwen3.8 Max and Gemini 3.6 Flash are proprietary and only available through APIs and apps.
Which is newer?
Qwen3.8 Max is the newest, released Aug 3, 2026. Gemini 3.6 Flash came out Jul 21, 2026; Muse Spark 1.1 came out Jul 9, 2026. Knowledge cutoff: Gemini 3.6 Flash Mar 2026.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.
