ZMIME
Comparison · 3 models · Updated Oct 4, 2026

Gemini 3.5 Flash vs Claude Sonnet 4.6 vs Qwen3.7 Max

Gemini 3.5 Flash comes out ahead, 69 to 62 and 58 on our weighted score, and it is the cheaper option too.

  1. Our pick

    Google

    Gemini 3.5 Flash

    Released May 19, 2026

    69/100
    • ECI154.5
    • Price$1.50 / $9.00
    • Context1.05M
  2. Anthropic

    Claude Sonnet 4.6

    Released Feb 17, 2026

    62/100
    • ECI152.3
    • Price$3.00 / $15.00
    • Context1M
  3. Alibaba (Qwen)

    Qwen3.7 Max

    Released May 21, 2026

    58/100
    • ECI153.7
    • Price$2.50 / $7.50
    • Context1M
01 — Verdict

Gemini 3.5 Flash is our pick

Gemini 3.5 Flash is the better all-round choice, scoring 69/100 against Claude Sonnet 4.6 (62) and Qwen3.7 Max (58). It leads on price and inputs & features. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

  • CapabilityGemini 3.5 FlashCapabilities Index (ECI): Gemini 3.5 Flash 154.5 · Qwen3.7 Max 153.7 · Claude Sonnet 4.6 152.3
  • Lowest priceGemini 3.5 FlashGemini 3.5 Flash $3.38 · Qwen3.7 Max $3.75 · Claude Sonnet 4.6 $6.00 per 1M tokens (3:1 blend)
  • Longest contextGemini 3.5 FlashGemini 3.5 Flash 1,048,576 · Claude Sonnet 4.6 1,000,000 · Qwen3.7 Max 1,000,000 tokens
  • Widest inputsGemini 3.5 FlashGemini 3.5 Flash: Text, Images, PDFs, Audio, Video · Claude Sonnet 4.6: Text, Images, PDFs · Qwen3.7 Max: Text
  • Self-hostingNo open weightsAll three are available only through APIs
How the score is built
MeasureWeightGemini 3.5 FlashClaude Sonnet 4.6Qwen3.7 Max
CapabilityCapabilities Index (ECI)50%848183
Price25%251323
Inputs & features15%1008035
Context window10%616060
Overall100%69/10062/10058/100
02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

Gemini 3.5 Flash vs Claude Sonnet 4.6 vs Qwen3.7 Max specifications side by side
SpecificationGemini 3.5 FlashGoogleClaude Sonnet 4.6AnthropicQwen3.7 MaxAlibaba (Qwen)
Capability
Capabilities Index (ECI)154.5 (best)152.3153.7
ECI rank#33 of 148 (best)#40 of 148#37 of 148
GPQA DiamondGraduate-level science questions92.8% (best)87.4%90.9%
FrontierMath Tiers 1–3Research-level mathematics62.8%—64.6% (best)
OTIS Mock AIME 2024–2025Competition mathematics95.6% (best)85.8%95.6% (best)
SWE-bench VerifiedFixing real GitHub issues79.3% (best)75.2%77.3%
SimpleQA VerifiedShort factual questions66.2% (best)35.5%55.8%
Price per million tokens
Input$1.50 (best)$3.00$2.50
Output$9.00$15.00$7.50 (best)
Cached input$0.15 (best)$0.30$0.50
Blended (3:1)$3.38 (best)$6.00$3.75
Long-context rateSame rateSame rateSame rate
Price sourceOfficial Google APIOfficial Anthropic APIOfficial Alibaba API
Limits
Context window1,048,576 tokens (best)1,000,000 tokens1,000,000 tokens
Max output65,536 tokens (best)64,000 tokens65,536 tokens (best)
Inputs and features
TextYesYesYes
ImagesYesYesNo
PDFsYesYesNo
AudioYesNoNo
VideoYesNoNo
ReasoningYesminimal · low · medium · highYeslow · medium · high · maxYes
Tool callingYesYesYes
Structured outputYesYesNo
Availability
WeightsProprietaryProprietaryProprietary
API model IDgemini-3.5-flashclaude-sonnet-4-6qwen3.7-max
API providers3241 (best)26
ReleasedMay 19, 2026Feb 17, 2026May 21, 2026
Knowledge cutoffJan 2025Aug 31, 2025—
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • Gemini 3.5 Flash$33.00
  • Claude Sonnet 4.6$60.00
  • Qwen3.7 Max$40.00
04 — Questions

Which should you choose?

Which is better: Gemini 3.5 Flash, Claude Sonnet 4.6 or Qwen3.7 Max?

Gemini 3.5 Flash is the better all-round choice, scoring 69/100 against Claude Sonnet 4.6 (62) and Qwen3.7 Max (58). It leads on price and inputs & features. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

Which is cheaper, Gemini 3.5 Flash, Claude Sonnet 4.6 or Qwen3.7 Max?

Gemini 3.5 Flash is cheaper at $1.50 input / $9.00 output per million tokens (official Google API price). Qwen3.7 Max costs $2.50 input / $7.50 output per million tokens (official Alibaba API price); Claude Sonnet 4.6 costs $3.00 input / $15.00 output per million tokens (official Anthropic API price). At a typical mix of three input tokens to one output token, that is $3.38 per million tokens for Gemini 3.5 Flash versus $3.75 for Qwen3.7 Max (1.1× as much) and $6.00 for Claude Sonnet 4.6 (1.8× as much).

Which scores higher on benchmarks?

Gemini 3.5 Flash scores higher on the Capabilities Index (ECI): Gemini 3.5 Flash 154.5 (#33 of 148), Qwen3.7 Max 153.7 (#37 of 148) and Claude Sonnet 4.6 152.3 (#40 of 148). The confidence ranges of the top two overlap (152.5–156.6 vs 151.9–156.0), so treat the gap as small. On individual benchmarks: GPQA Diamond — Gemini 3.5 Flash 92.8%, Qwen3.7 Max 90.9%, Claude Sonnet 4.6 87.4%; OTIS Mock AIME 2024–2025 — Gemini 3.5 Flash 95.6%, Qwen3.7 Max 95.6%, Claude Sonnet 4.6 85.8%; SWE-bench Verified — Gemini 3.5 Flash 79.3%, Qwen3.7 Max 77.3%, Claude Sonnet 4.6 75.2%; SimpleQA Verified — Gemini 3.5 Flash 66.2%, Qwen3.7 Max 55.8%, Claude Sonnet 4.6 35.5%.

Which is better for coding?

Gemini 3.5 Flash resolves more real GitHub issues on SWE-bench Verified: Gemini 3.5 Flash 79.3%, Qwen3.7 Max 77.3% and Claude Sonnet 4.6 75.2%. All three support tool calling for agent workflows.

Which has the bigger context window?

Gemini 3.5 Flash has the largest context window at 1,048,576 tokens, against 1,000,000 for Claude Sonnet 4.6 and 1,000,000 for Qwen3.7 Max. Maximum output per response: Gemini 3.5 Flash up to 65,536, Claude Sonnet 4.6 up to 64,000, Qwen3.7 Max up to 65,536 tokens.

Which can read images, PDFs, audio or video?

Gemini 3.5 Flash accepts text, images, PDFs, audio and video; Claude Sonnet 4.6 accepts text, images and PDFs; Qwen3.7 Max accepts text. Gemini 3.5 Flash handles the widest range of inputs.

Are any of these open source?

No. Gemini 3.5 Flash, Claude Sonnet 4.6 and Qwen3.7 Max are proprietary and only available through APIs and apps.

Which is newer?

Qwen3.7 Max is the newest, released May 21, 2026. Gemini 3.5 Flash came out May 19, 2026; Claude Sonnet 4.6 came out Feb 17, 2026. Knowledge cutoff: Gemini 3.5 Flash Jan 2025, Claude Sonnet 4.6 Aug 31, 2025.

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.