ZMIME
Comparison · 2 models · Updated Oct 4, 2026

Gemini 3.5 Flash Lite vs GLM-4.7

Gemini 3.5 Flash Lite comes out ahead, 70 to 56 on our weighted score, and it is the cheaper option too.

  1. Our pick

    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

  2. Z.ai (Zhipu)

    GLM-4.7

    Released Dec 22, 2025

    56/100
    • ECI143.5
    • Price$0.60 / $2.20
    • Context205K
    Full specs Remove GLM-4.7

  3. Add a model

    Make it a three-way comparison.

01 — Verdict

Gemini 3.5 Flash Lite is our pick

Gemini 3.5 Flash Lite is the better all-round choice, scoring 70/100 against GLM-4.7 (56). It leads on capability, price, 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 145.1 · GLM-4.7 143.5
  • Lowest priceGemini 3.5 Flash LiteGemini 3.5 Flash Lite $0.85 · GLM-4.7 $1.00 per 1M tokens (3:1 blend)
  • Longest contextGemini 3.5 Flash LiteGemini 3.5 Flash Lite 1,048,576 · GLM-4.7 204,800 tokens
  • Widest inputsGemini 3.5 Flash LiteGemini 3.5 Flash Lite: Text, Images, PDFs, Audio, Video · GLM-4.7: Text
  • Self-hostingGLM-4.7Publishes downloadable weights
How the score is built
MeasureWeightGemini 3.5 Flash LiteGLM-4.7
CapabilityCapabilities Index (ECI)50%7270
Price25%5350
Inputs & features15%10035
Context window10%6132
Overall100%70/10056/100
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 GLM-4.7 specifications side by side
SpecificationGemini 3.5 Flash LiteGoogleGLM-4.7Z.ai (Zhipu)
Capability
Capabilities Index (ECI)145.1 (best)143.5
ECI rank#79 of 148 (best)#84 of 148
GPQA DiamondGraduate-level science questions83.3%83.3%
FrontierMath Tiers 1–3Research-level mathematics26.0%—
OTIS Mock AIME 2024–2025Competition mathematics71.1%83.3% (best)
SimpleQA VerifiedShort factual questions—32.2%
Price per million tokens
Input$0.30 (best)$0.60
Output$2.50$2.20 (best)
Cached input$0.03 (best)$0.11
Blended (3:1)$0.85 (best)$1.00
Long-context rateSame rateSame rate
Price sourceOfficial Google APIOfficial Z.AI API
Limits
Context window1,048,576 tokens (best)204,800 tokens
Max output65,536 tokens131,072 tokens (best)
Inputs and features
TextYesYes
ImagesYesNo
PDFsYesNo
AudioYesNo
VideoYesNo
ReasoningYesminimal · low · medium · highYes
Tool callingYesYes
Structured outputYesNo
Availability
WeightsProprietaryOpen
API model IDgemini-3.5-flash-liteglm-4.7
API providers26 (best)20
ReleasedJul 21, 2026Dec 22, 2025
Knowledge cutoffMar 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.

  • Gemini 3.5 Flash Lite$8.00
  • GLM-4.7$10.40
04 — Questions

Which should you choose?

Which is better: Gemini 3.5 Flash Lite or GLM-4.7?

Gemini 3.5 Flash Lite is the better all-round choice, scoring 70/100 against GLM-4.7 (56). It leads on capability, price, 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 or GLM-4.7?

Gemini 3.5 Flash Lite is cheaper at $0.30 input / $2.50 output per million tokens (official Google API price). GLM-4.7 costs $0.60 input / $2.20 output per million tokens (official Z.AI API price). At a typical mix of three input tokens to one output token, that is $0.85 per million tokens for Gemini 3.5 Flash Lite versus $1.00 for GLM-4.7 (1.2× as much).

Which scores higher on benchmarks?

Gemini 3.5 Flash Lite scores higher on the Capabilities Index (ECI): Gemini 3.5 Flash Lite 145.1 (#79 of 148) and GLM-4.7 143.5 (#84 of 148). The confidence ranges of the top two overlap (142.5–146.7 vs 141.3–145.6), so treat the gap as small. On individual benchmarks: GPQA Diamond — Gemini 3.5 Flash Lite 83.3%, GLM-4.7 83.3%; OTIS Mock AIME 2024–2025 — GLM-4.7 83.3%, 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 and GLM-4.7 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. Both 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 204,800 for GLM-4.7. Maximum output per response: Gemini 3.5 Flash Lite up to 65,536, GLM-4.7 up to 131,072 tokens.

Which can read images, PDFs, audio or video?

Gemini 3.5 Flash Lite accepts text, images, PDFs, audio and video; GLM-4.7 accepts text. Gemini 3.5 Flash Lite handles the widest range of inputs.

Are any of these open source?

GLM-4.7 publishes its weights 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. GLM-4.7 came out Dec 22, 2025. Knowledge cutoff: Gemini 3.5 Flash Lite Mar 2026, GLM-4.7 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

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