ZMIME
Comparison · 3 models · Updated Oct 4, 2026

MiniMax-M3 vs Gemini 3.5 Flash Lite vs Qwen3.7 Plus

Too close to call on our weighted score (Gemini 3.5 Flash Lite 70, Qwen3.7 Plus 70, MiniMax-M3 69). The right pick depends on what you value most.

  1. MiniMax

    MiniMax-M3

    Released Jun 1, 2026

    69/100
    • ECI147.0
    • Price$0.30 / $1.20
    • Context1.05M
    Full specs Remove MiniMax-M3

  2. Google

    Gemini 3.5 Flash Lite

    Released Jul 21, 2026

    70/100
    • ECI145.1
    • Price$0.30 / $2.50
    • Context1.05M
    Full specs Remove Gemini 3.5 Flash Lite

  3. Alibaba (Qwen)

    Qwen3.7 Plus

    Released Jun 2, 2026

    70/100
    • ECI147.4
    • Price$0.40 / $1.60
    • Context1M
    Full specs Remove Qwen3.7 Plus
01 — Verdict

Too close to call

It is close. Our weighted score puts them within a point (Gemini 3.5 Flash Lite 70/100, Qwen3.7 Plus 70/100, MiniMax-M3 69/100), so choose by what matters most for your work: Qwen3.7 Plus for raw capability and MiniMax-M3 on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

  • CapabilityQwen3.7 PlusCapabilities Index (ECI): Qwen3.7 Plus 147.4 · MiniMax-M3 147.0 · Gemini 3.5 Flash Lite 145.1
  • Lowest priceMiniMax-M3MiniMax-M3 $0.525 · Qwen3.7 Plus $0.70 · Gemini 3.5 Flash Lite $0.85 per 1M tokens (3:1 blend)
  • Longest contextMiniMax-M3 and Gemini 3.5 Flash LiteMiniMax-M3 1,048,576 · Gemini 3.5 Flash Lite 1,048,576 · Qwen3.7 Plus 1,000,000 tokens
  • Widest inputsGemini 3.5 Flash LiteMiniMax-M3: Text, Images, Video · Gemini 3.5 Flash Lite: Text, Images, PDFs, Audio, Video · Qwen3.7 Plus: Text, Images, Video
  • Self-hostingMiniMax-M3Publishes downloadable weights
How the score is built
MeasureWeightMiniMax-M3Gemini 3.5 Flash LiteQwen3.7 Plus
CapabilityCapabilities Index (ECI)50%747275
Price25%635357
Inputs & features15%7010080
Context window10%616160
Overall100%69/10070/10070/100
02 — Side by side

Every spec in one table

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

MiniMax-M3 vs Gemini 3.5 Flash Lite vs Qwen3.7 Plus specifications side by side
SpecificationMiniMax-M3MiniMaxGemini 3.5 Flash LiteGoogleQwen3.7 PlusAlibaba (Qwen)
Capability
Capabilities Index (ECI)147.0145.1147.4 (best)
ECI rank#62 of 148#79 of 148#61 of 148 (best)
GPQA DiamondGraduate-level science questions90.9% (best)83.3%87.9%
FrontierMath Tiers 1–3Research-level mathematics—26.0%34.4% (best)
OTIS Mock AIME 2024–2025Competition mathematics71.1%71.1%93.3% (best)
Price per million tokens
Input$0.30 (best)$0.30 (best)$0.40
Output$1.20 (best)$2.50$1.60
Cached input$0.06$0.03 (best)$0.04
Blended (3:1)$0.525 (best)$0.85$0.70
Long-context rateOver 512K: $0.60 / $2.40Same rateOver 256K: $1.20 / $4.80
Price sourceOfficial MiniMax (minimax.io) APIOfficial Google APIOfficial Alibaba API
Limits
Context window1,048,576 tokens (best)1,048,576 tokens (best)1,000,000 tokens
Max output512,000 tokens (best)65,536 tokens64,000 tokens
Inputs and features
TextYesYesYes
ImagesYesYesYes
PDFsNoYesNo
AudioNoYesNo
VideoYesYesYes
ReasoningYesYesminimal · low · medium · highYes
Tool callingYesYesYes
Structured outputNoYesYes
Availability
WeightsOpenProprietaryProprietary
API model IDMiniMax-M3gemini-3.5-flash-liteqwen3.7-plus
API providers42 (best)2625
ReleasedJun 1, 2026Jul 21, 2026Jun 2, 2026
Knowledge cutoff—Mar 2026Apr 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.

  • MiniMax-M3$5.40
  • Gemini 3.5 Flash Lite$8.00
  • Qwen3.7 Plus$7.20
04 — Questions

Which should you choose?

Which is better: MiniMax-M3, Gemini 3.5 Flash Lite or Qwen3.7 Plus?

It is close. Our weighted score puts them within a point (Gemini 3.5 Flash Lite 70/100, Qwen3.7 Plus 70/100, MiniMax-M3 69/100), so choose by what matters most for your work: Qwen3.7 Plus for raw capability and MiniMax-M3 on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

Which is cheaper, MiniMax-M3, Gemini 3.5 Flash Lite or Qwen3.7 Plus?

MiniMax-M3 is cheaper at $0.30 input / $1.20 output per million tokens (official MiniMax (minimax.io) API price). Qwen3.7 Plus costs $0.40 input / $1.60 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). At a typical mix of three input tokens to one output token, that is $0.525 per million tokens for MiniMax-M3 versus $0.70 for Qwen3.7 Plus (1.3× as much) and $0.85 for Gemini 3.5 Flash Lite (1.6× as much).

Which scores higher on benchmarks?

Qwen3.7 Plus scores higher on the Capabilities Index (ECI): Qwen3.7 Plus 147.4 (#61 of 148), MiniMax-M3 147.0 (#62 of 148) and Gemini 3.5 Flash Lite 145.1 (#79 of 148). The confidence ranges of the top two overlap (145.7–148.9 vs 142.7–149.8), so treat the gap as small. On individual benchmarks: GPQA Diamond — MiniMax-M3 90.9%, Qwen3.7 Plus 87.9%, Gemini 3.5 Flash Lite 83.3%; OTIS Mock AIME 2024–2025 — Qwen3.7 Plus 93.3%, MiniMax-M3 71.1%, Gemini 3.5 Flash Lite 71.1%.

Which is better for coding?

There are no published SWE-bench Verified results for MiniMax-M3, Gemini 3.5 Flash Lite and Qwen3.7 Plus yet, so there is no like-for-like coding score. On overall capability, Qwen3.7 Plus 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?

MiniMax-M3 and Gemini 3.5 Flash Lite have the largest context windows (1,048,576 and 1,048,576 tokens), against 1,000,000 for Qwen3.7 Plus. Maximum output per response: MiniMax-M3 up to 512,000, Gemini 3.5 Flash Lite up to 65,536, Qwen3.7 Plus up to 64,000 tokens.

Which can read images, PDFs, audio or video?

MiniMax-M3 accepts text, images and video; Gemini 3.5 Flash Lite accepts text, images, PDFs, audio and video; Qwen3.7 Plus accepts text, images and video. Gemini 3.5 Flash Lite handles the widest range of inputs.

Are any of these open source?

MiniMax-M3 publishes its weights and can be self-hosted; Gemini 3.5 Flash Lite and Qwen3.7 Plus is proprietary.

Which is newer?

Gemini 3.5 Flash Lite is the newest, released Jul 21, 2026. Qwen3.7 Plus came out Jun 2, 2026; MiniMax-M3 came out Jun 1, 2026. Knowledge cutoff: Gemini 3.5 Flash Lite Mar 2026, Qwen3.7 Plus Apr 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.

05 — Keep comparing

Related comparisons