ZMIME
Comparison · 3 models · Updated Nov 2, 2026

Gemini 3.5 Flash Lite vs Qwen3 235B-A22B Thinking 2507 vs Qwen3.6 35B-A3B

Gemini 3.5 Flash Lite comes out ahead, 69 to 63 and 55 on our weighted score.

  1. Our pick

    Google

    Gemini 3.5 Flash Lite

    Released Jul 21, 2026

    69/100
    • ECI145.0
    • Price$0.30 / $2.50
    • Context1.05M
  2. Alibaba (Qwen)

    Qwen3 235B-A22B Thinking 2507

    Released Jul 25, 2025

    55/100
    • ECI143.8
    • Price$0.30 / $2.90
    • Context262K
  3. Alibaba (Qwen)

    Qwen3.6 35B-A3B

    Released Apr 17, 2026

    63/100
    • ECI143.8
    • Price$0.375 / $2.25
    • Context262K
01 — Verdict

Gemini 3.5 Flash Lite is our pick

Gemini 3.5 Flash Lite is the better all-round choice, scoring 69/100 against Qwen3.6 35B-A3B (63) and Qwen3 235B-A22B Thinking 2507 (55). It leads on inputs & features and context window. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

  • CapabilityGemini 3.5 Flash LiteCapabilities Index (ECI): Gemini 3.5 Flash Lite 145.0 · Qwen3.6 35B-A3B 143.8 · Qwen3 235B-A22B Thinking 2507 143.8
  • Lowest priceQwen3.6 35B-A3BQwen3.6 35B-A3B $0.844 · Gemini 3.5 Flash Lite $0.85 · Qwen3 235B-A22B Thinking 2507 $0.95 per 1M tokens (3:1 blend)
  • Longest contextGemini 3.5 Flash LiteGemini 3.5 Flash Lite 1,048,576 · Qwen3 235B-A22B Thinking 2507 262,144 · Qwen3.6 35B-A3B 262,144 tokens
  • Widest inputsGemini 3.5 Flash LiteGemini 3.5 Flash Lite: Text, Images, PDFs, Audio, Video · Qwen3 235B-A22B Thinking 2507: Text · Qwen3.6 35B-A3B: Text, Images, Video
  • Self-hostingQwen3 235B-A22B Thinking 2507 and Qwen3.6 35B-A3BPublishes downloadable weights (Apache 2.0)
How the score is built
MeasureWeightGemini 3.5 Flash LiteQwen3 235B-A22B Thinking 2507Qwen3.6 35B-A3B
CapabilityCapabilities Index (ECI)50%706969
Price25%514951
Inputs & features15%1003580
Context window10%613737
Overall100%69/10055/10063/100
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 Lite vs Qwen3 235B-A22B Thinking 2507 vs Qwen3.6 35B-A3B specifications side by side
SpecificationGemini 3.5 Flash LiteGoogleQwen3 235B-A22B Thinking 2507Alibaba (Qwen)Qwen3.6 35B-A3BAlibaba (Qwen)
Capability
Capabilities Index (ECI)145.0 (best)143.8143.8
ECI rank#89 of 165 (best)#93 of 165#92 of 165
GPQA DiamondGraduate-level science questions83.3%80.1%84.9% (best)
FrontierMath Tiers 1–3Research-level mathematics26.0% (best)—20.4%
OTIS Mock AIME 2024–2025Competition mathematics71.1%86.7% (best)86.7% (best)
SimpleQA VerifiedShort factual questions—40.4%—
Price per million tokens
Input$0.30 (best)$0.30 (best)$0.375
Output$2.50$2.90$2.25 (best)
Cached input$0.03——
Blended (3:1)$0.85$0.95$0.844 (best)
Long-context rateSame rateSame rateSame rate
Price sourceOfficial Google APIMedian of 11 providersOfficial Alibaba API
Limits
Context window1,048,576 tokens (best)262,144 tokens262,144 tokens
Max output65,536 tokens81,920 tokens (best)65,536 tokens
Inputs and features
TextYesYesYes
ImagesYesNoYes
PDFsYesNoNo
AudioYesNoNo
VideoYesNoYes
ReasoningYesminimal · low · medium · highYesYes
Tool callingYesYesYes
Structured outputYesNoYes
Availability
WeightsProprietaryOpenApache 2.0Open
API model IDgemini-3.5-flash-lite—qwen3.6-35b-a3b
API providers291238 (best)
ReleasedJul 21, 2026Jul 25, 2025Apr 17, 2026
Knowledge cutoffMar 2026——
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 Lite$8.00
  • Qwen3 235B-A22B Thinking 2507$8.80
  • Qwen3.6 35B-A3B$8.25
04 — Questions

Which should you choose?

Which is better: Gemini 3.5 Flash Lite, Qwen3 235B-A22B Thinking 2507 or Qwen3.6 35B-A3B?

Gemini 3.5 Flash Lite is the better all-round choice, scoring 69/100 against Qwen3.6 35B-A3B (63) and Qwen3 235B-A22B Thinking 2507 (55). It leads on inputs & features and context window. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

Which is cheaper, Gemini 3.5 Flash Lite, Qwen3 235B-A22B Thinking 2507 or Qwen3.6 35B-A3B?

Qwen3.6 35B-A3B is cheaper at $0.375 input / $2.25 output per million tokens (official Alibaba API price). Gemini 3.5 Flash Lite costs $0.30 input / $2.50 output per million tokens (official Google API price); Qwen3 235B-A22B Thinking 2507 costs $0.30 input / $2.90 output per million tokens (median across 11 API providers). At a typical mix of three input tokens to one output token, that is $0.844 per million tokens for Qwen3.6 35B-A3B versus $0.85 for Gemini 3.5 Flash Lite (1× as much) and $0.95 for Qwen3 235B-A22B Thinking 2507 (1.1× as much).

Which scores higher on benchmarks?

Gemini 3.5 Flash Lite scores higher on the Capabilities Index (ECI): Gemini 3.5 Flash Lite 145.0 (#89 of 165), Qwen3.6 35B-A3B 143.8 (#92 of 165) and Qwen3 235B-A22B Thinking 2507 143.8 (#93 of 165). The confidence ranges of the top two overlap (142.6–146.3 vs 141.1–146.0), so treat the gap as small. On individual benchmarks: GPQA Diamond — Qwen3.6 35B-A3B 84.9%, Gemini 3.5 Flash Lite 83.3%, Qwen3 235B-A22B Thinking 2507 80.1%; OTIS Mock AIME 2024–2025 — Qwen3 235B-A22B Thinking 2507 86.7%, Qwen3.6 35B-A3B 86.7%, Gemini 3.5 Flash Lite 71.1%.

Which is better for coding?

There are no published SWE-bench Verified results for Gemini 3.5 Flash Lite, Qwen3 235B-A22B Thinking 2507 and Qwen3.6 35B-A3B yet, so there is no like-for-like coding score. On overall capability, Gemini 3.5 Flash Lite 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 3.5 Flash Lite has the largest context window at 1,048,576 tokens, against 262,144 for Qwen3 235B-A22B Thinking 2507 and 262,144 for Qwen3.6 35B-A3B. Maximum output per response: Gemini 3.5 Flash Lite up to 65,536, Qwen3 235B-A22B Thinking 2507 up to 81,920, Qwen3.6 35B-A3B up to 65,536 tokens.

Which can read images, PDFs, audio or video?

Gemini 3.5 Flash Lite accepts text, images, PDFs, audio and video; Qwen3 235B-A22B Thinking 2507 accepts text; Qwen3.6 35B-A3B accepts text, images and video. Gemini 3.5 Flash Lite handles the widest range of inputs.

Are any of these open source?

Qwen3 235B-A22B Thinking 2507 and Qwen3.6 35B-A3B publishes its weights (Apache 2.0) and can be self-hosted; Gemini 3.5 Flash Lite is proprietary.

Which is newer?

Gemini 3.5 Flash Lite is the newest, released Jul 21, 2026. Qwen3.6 35B-A3B came out Apr 17, 2026; Qwen3 235B-A22B Thinking 2507 came out Jul 25, 2025. Knowledge cutoff: Gemini 3.5 Flash Lite 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 Nov 2, 2026.