GLM-5.3 vs Gemini 3.6 Flash
Gemini 3.6 Flash comes out ahead, 73 to 64 on our weighted score, and it is the cheaper option too.
Z.ai (Zhipu)
GLM-5.3
64/100- ECI155.8
- Price$1.40 / $4.40
- Context1M
- Our pick
Google
Gemini 3.6 Flash
73/100- ECI154.3
- Price$0.75 / $3.75
- Context1.05M
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Gemini 3.6 Flash is our pick
Gemini 3.6 Flash is the better all-round choice, scoring 73/100 against GLM-5.3 (64). It leads on price and inputs & features. GLM-5.3 wins on capability. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
- CapabilityGLM-5.3Capabilities Index (ECI): GLM-5.3 155.8 · Gemini 3.6 Flash 154.3
- Lowest priceGemini 3.6 FlashGemini 3.6 Flash $1.50 · GLM-5.3 $2.15 per 1M tokens (3:1 blend)
- Longest contextGemini 3.6 FlashGemini 3.6 Flash 1,048,576 · GLM-5.3 1,000,000 tokens
- Widest inputsGemini 3.6 FlashGLM-5.3: Text · Gemini 3.6 Flash: Text, Images, PDFs, Audio, Video
- Self-hostingGLM-5.3Publishes downloadable weights
| Measure | Weight | GLM-5.3 | Gemini 3.6 Flash |
|---|---|---|---|
| CapabilityCapabilities Index (ECI) | 50% | 85 | 84 |
| Price | 25% | 34 | 42 |
| Inputs & features | 15% | 45 | 100 |
| Context window | 10% | 60 | 61 |
| Overall | 100% | 64/100 | 73/100 |
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | ||
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | 155.8 (best) | 154.3 |
| ECI rank | #24 of 148 (best) | #34 of 148 |
| GPQA DiamondGraduate-level science questions | 90.9% | 94.1% (best) |
| FrontierMath Tiers 1–3Research-level mathematics | 68.8% (best) | 59.0% |
| OTIS Mock AIME 2024–2025Competition mathematics | 91.1% | 94.2% (best) |
| SimpleQA VerifiedShort factual questions | 41.0% | 66.2% (best) |
| Price per million tokens | ||
| Input | $1.40 | $0.75 (best) |
| Output | $4.40 | $3.75 (best) |
| Cached input | $0.26 | $0.075 (best) |
| Blended (3:1) | $2.15 | $1.50 (best) |
| Long-context rate | Same rate | Same rate |
| Price source | Official Z.AI API | Official Google API |
| Limits | ||
| Context window | 1,000,000 tokens | 1,048,576 tokens (best) |
| Max output | 131,072 tokens (best) | 65,536 tokens |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | No | Yes |
| PDFs | No | Yes |
| Audio | No | Yes |
| Video | No | Yes |
| Reasoning | Yeslow · high · max | Yesminimal · low · medium · high |
| Tool calling | Yes | Yes |
| Structured output | Yes | Yes |
| Availability | ||
| Weights | Open | Proprietary |
| API model ID | glm-5.3 | gemini-3.6-flash |
| API providers | 62 (best) | 25 |
| Released | Aug 14, 2026 | Jul 21, 2026 |
| Knowledge cutoff | — | Mar 2026 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
GLM-5.3$22.80
Gemini 3.6 Flash$15.00
Which should you choose?
Which is better: GLM-5.3 or Gemini 3.6 Flash?
Gemini 3.6 Flash is the better all-round choice, scoring 73/100 against GLM-5.3 (64). It leads on price and inputs & features. GLM-5.3 wins on capability. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
Which is cheaper, GLM-5.3 or Gemini 3.6 Flash?
Gemini 3.6 Flash is cheaper at $0.75 input / $3.75 output per million tokens (official Google API price). GLM-5.3 costs $1.40 input / $4.40 output per million tokens (official Z.AI API price). At a typical mix of three input tokens to one output token, that is $1.50 per million tokens for Gemini 3.6 Flash versus $2.15 for GLM-5.3 (1.4× as much).
Which scores higher on benchmarks?
GLM-5.3 scores higher on the Capabilities Index (ECI): GLM-5.3 155.8 (#24 of 148) and Gemini 3.6 Flash 154.3 (#34 of 148). The confidence ranges of the top two overlap (153.7–158.3 vs 152.6–156.3), so treat the gap as small. On individual benchmarks: GPQA Diamond — Gemini 3.6 Flash 94.1%, GLM-5.3 90.9%; FrontierMath Tiers 1–3 — GLM-5.3 68.8%, Gemini 3.6 Flash 59.0%; OTIS Mock AIME 2024–2025 — Gemini 3.6 Flash 94.2%, GLM-5.3 91.1%; SimpleQA Verified — Gemini 3.6 Flash 66.2%, GLM-5.3 41.0%.
Which is better for coding?
There are no published SWE-bench Verified results for GLM-5.3 and Gemini 3.6 Flash yet, so there is no like-for-like coding score. On overall capability, GLM-5.3 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 3.6 Flash has the largest context window at 1,048,576 tokens, against 1,000,000 for GLM-5.3. Maximum output per response: GLM-5.3 up to 131,072, Gemini 3.6 Flash up to 65,536 tokens.
Which can read images, PDFs, audio or video?
GLM-5.3 accepts text; Gemini 3.6 Flash accepts text, images, PDFs, audio and video. Gemini 3.6 Flash handles the widest range of inputs.
Are any of these open source?
GLM-5.3 publishes its weights and can be self-hosted; Gemini 3.6 Flash is proprietary.
Which is newer?
GLM-5.3 is the newest, released Aug 14, 2026. Gemini 3.6 Flash came out Jul 21, 2026. Knowledge cutoff: Gemini 3.6 Flash 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 Oct 4, 2026.