Gemini 3.8 Flash vs Grok 4.6 vs Qwen3.8 Max
Gemini 3.8 Flash comes out ahead, 75 to 69 and 65 on our weighted score, and it is the cheaper option too.
- Our pick
GoogleGemini 3.8 Flash
75/100- ECI156.9
- Price$0.75 / $3.75
- Context1.05M
xAIGrok 4.6
65/100- ECI156.6
- Price$2.00 / $6.00
- Context500K
Alibaba (Qwen)Qwen3.8 Max
69/100- ECI156.6
- Price$2.00 / $6.00
- Context1M
Gemini 3.8 Flash is our pick
Gemini 3.8 Flash is the better all-round choice, scoring 75/100 against Qwen3.8 Max (69) and Grok 4.6 (65). It leads on price and inputs & features. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
- CapabilityGemini 3.8 FlashCapabilities Index (ECI): Gemini 3.8 Flash 156.9 · Grok 4.6 156.6 · Qwen3.8 Max 156.6
- Lowest priceGemini 3.8 FlashGemini 3.8 Flash $1.50 · Grok 4.6 $3.00 · Qwen3.8 Max $3.00 per 1M tokens (3:1 blend)
- Longest contextGemini 3.8 FlashGemini 3.8 Flash 1,048,576 · Qwen3.8 Max 1,000,000 · Grok 4.6 500,000 tokens
- Widest inputsGemini 3.8 FlashGemini 3.8 Flash: Text, Images, PDFs, Audio, Video · Grok 4.6: Text, Images · Qwen3.8 Max: Text, Images, PDFs, Video
- Self-hostingNo open weightsAll three are available only through APIs
| Measure | Weight | Gemini 3.8 Flash | Grok 4.6 | Qwen3.8 Max |
|---|---|---|---|---|
| CapabilityCapabilities Index (ECI) | 50% | 87 | 86 | 86 |
| Price | 25% | 42 | 27 | 27 |
| Inputs & features | 15% | 100 | 70 | 90 |
| Context window | 10% | 61 | 48 | 60 |
| Overall | 100% | 75/100 | 65/100 | 69/100 |
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Gemini 3.8 FlashGoogle | Grok 4.6xAI | Qwen3.8 MaxAlibaba (Qwen) |
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | 156.9 (best) | 156.6 | 156.6 |
| ECI rank | #15 of 148 (best) | #19 of 148 | #20 of 148 |
| GPQA DiamondGraduate-level science questions | 95.4% (best) | 94.0% | 92.7% |
| FrontierMath Tiers 1–3Research-level mathematics | 68.4% | 66.0% | 74.7% (best) |
| OTIS Mock AIME 2024–2025Competition mathematics | 98.9% | 99.2% | 99.4% (best) |
| SimpleQA VerifiedShort factual questions | 69.7% (best) | 49.3% | 45.8% |
| Price per million tokens | |||
| Input | $0.75 (best) | $2.00 | $2.00 |
| Output | $3.75 (best) | $6.00 | $6.00 |
| Cached input | $0.075 (best) | $0.50 | $0.25 |
| Blended (3:1) | $1.50 (best) | $3.00 | $3.00 |
| Long-context rate | Same rate | Over 200K: $4.00 / $12.00 | Same rate |
| Price source | Official Google API | Official xAI API | Official Alibaba API |
| Limits | |||
| Context window | 1,048,576 tokens (best) | 500,000 tokens | 1,000,000 tokens |
| Max output | 65,536 tokens | 500,000 tokens (best) | 131,072 tokens |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | Yes | Yes | Yes |
| PDFs | Yes | No | Yes |
| Audio | Yes | No | No |
| Video | Yes | No | Yes |
| Reasoning | Yeslow · medium · high | Yeslow · medium · high · xhigh | Yeslow · medium · xhigh |
| Tool calling | Yes | Yes | Yes |
| Structured output | Yes | Yes | Yes |
| Availability | |||
| Weights | Proprietary | Proprietary | Proprietary |
| API model ID | gemini-3.8-flash | grok-4.6 | qwen3.8-max |
| API providers | 21 | 29 (best) | 25 |
| Released | Sep 2, 2026 | Aug 12, 2026 | Aug 3, 2026 |
| Knowledge cutoff | — | Feb 1, 2026 | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Gemini 3.8 Flash$15.00
- Grok 4.6$32.00
- Qwen3.8 Max$32.00
Which should you choose?
Which is better: Gemini 3.8 Flash, Grok 4.6 or Qwen3.8 Max?
Gemini 3.8 Flash is the better all-round choice, scoring 75/100 against Qwen3.8 Max (69) and Grok 4.6 (65). It leads on price and inputs & features. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
Which is cheaper, Gemini 3.8 Flash, Grok 4.6 or Qwen3.8 Max?
Gemini 3.8 Flash is cheaper at $0.75 input / $3.75 output per million tokens (official Google API price). Grok 4.6 costs $2.00 input / $6.00 output per million tokens (official xAI 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 3.8 Flash versus $3.00 for Grok 4.6 (2× as much) and $3.00 for Qwen3.8 Max (2× as much).
Which scores higher on benchmarks?
Gemini 3.8 Flash scores higher on the Capabilities Index (ECI): Gemini 3.8 Flash 156.9 (#15 of 148), Grok 4.6 156.6 (#19 of 148) and Qwen3.8 Max 156.6 (#20 of 148). The confidence ranges of the top two overlap (154.6–160.4 vs 154.7–158.9), so treat the gap as small. On individual benchmarks: GPQA Diamond — Gemini 3.8 Flash 95.4%, Grok 4.6 94.0%, Qwen3.8 Max 92.7%; FrontierMath Tiers 1–3 — Qwen3.8 Max 74.7%, Gemini 3.8 Flash 68.4%, Grok 4.6 66.0%; OTIS Mock AIME 2024–2025 — Qwen3.8 Max 99.4%, Grok 4.6 99.2%, Gemini 3.8 Flash 98.9%; SimpleQA Verified — Gemini 3.8 Flash 69.7%, Grok 4.6 49.3%, Qwen3.8 Max 45.8%.
Which is better for coding?
There are no published SWE-bench Verified results for Gemini 3.8 Flash, Grok 4.6 and Qwen3.8 Max yet, so there is no like-for-like coding score. On overall capability, Gemini 3.8 Flash 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?
Gemini 3.8 Flash has the largest context window at 1,048,576 tokens, against 1,000,000 for Qwen3.8 Max and 500,000 for Grok 4.6. Maximum output per response: Gemini 3.8 Flash up to 65,536, Grok 4.6 up to 500,000, Qwen3.8 Max up to 131,072 tokens.
Which can read images, PDFs, audio or video?
Gemini 3.8 Flash accepts text, images, PDFs, audio and video; Grok 4.6 accepts text and images; Qwen3.8 Max accepts text, images, PDFs and video. Gemini 3.8 Flash handles the widest range of inputs.
Are any of these open source?
No. Gemini 3.8 Flash, Grok 4.6 and Qwen3.8 Max are proprietary and only available through APIs and apps.
Which is newer?
Gemini 3.8 Flash is the newest, released Sep 2, 2026. Grok 4.6 came out Aug 12, 2026; Qwen3.8 Max came out Aug 3, 2026. Knowledge cutoff: Grok 4.6 Feb 1, 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.
