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Gemini 3.7 Flash vs GLM-5.3

GLM-5.3 significantly outperforms across most benchmarks. Gemini 3.7 Flash is 1.4x cheaper per token.

Google · Zhipu AI · Updated for 2026

Which is better?

Gemini 3.7 Flash outperforms in 0 benchmarks, while GLM-5.3 is better at 6 benchmarks (Agents' Last Exam, AutomationBench, DeepSWE 1.1, GDPval-AA, Terminal-Bench 2.1, Terminal-Bench 3.0). GLM-5.3 significantly outperforms across most benchmarks.

On price, Gemini 3.7 Flash is roughly 1.4x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Gemini 3.7 Flash also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

Based on current benchmark, pricing, and model metadata for 2026.

Choose Gemini 3.7 Flash

  • cost matters — it's about 1.4x cheaper per token
  • you process long inputs — it offers a 1,048,576 token context window

Choose GLM-5.3

  • you want the strongest raw capability — it leads on 6 of 6 shared benchmarks
  • you want the most recent training data — it shipped Aug 2026

At a glance

The differences that matter most.

Gemini 3.7 Flash
Google
GLM-5.3
Zhipu AI
Benchmark wins
0 of 6
6 of 6
Input price
$0.75 / M
$1.40 / M
Output price
$3.75 / M
$4.40 / M
Context window
1,048,576
1,000,000
Released
Aug 2026
Aug 2026
License
Proprietary
Unknown

Performance Benchmarks

Comparative analysis across standard metrics

6 benchmarks

Gemini 3.7 Flash outperforms in 0 benchmarks, while GLM-5.3 is better at 6 benchmarks (Agents' Last Exam, AutomationBench, DeepSWE 1.1, GDPval-AA, Terminal-Bench 2.1, Terminal-Bench 3.0).

GLM-5.3 significantly outperforms across most benchmarks.

Mon Aug 24 2026 • llm-stats.com

Arena Performance

Playground indexes and blind preference scores

Pricing Analysis

Price comparison per million tokens

Gemini 3.7 Flash costs less

For input processing, Gemini 3.7 Flash ($0.75/1M tokens) is 1.9x cheaper than GLM-5.3 ($1.40/1M tokens).

For output processing, Gemini 3.7 Flash ($3.75/1M tokens) is 1.2x cheaper than GLM-5.3 ($4.40/1M tokens).

In conclusion, GLM-5.3 is more expensive than Gemini 3.7 Flash.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Mon Aug 24 2026 • llm-stats.com
Google
Gemini 3.7 Flash
Input tokens$0.75
Output tokens$3.75
Best providerGoogle
Zhipu AI
GLM-5.3
Input tokens$1.40
Output tokens$4.40
Best providerUnknown Organization
Notice missing or incorrect data?Start an Issue→

Context Window

Maximum input and output token capacity

Gemini 3.7 Flash accepts 1,048,576 input tokens compared to GLM-5.3's 1,000,000 tokens. GLM-5.3 can generate longer responses up to 128,000 tokens, while Gemini 3.7 Flash is limited to 65,536 tokens.

Google
Gemini 3.7 Flash
Input1,048,576 tokens
Output65,536 tokens
Zhipu AI
GLM-5.3
Input1,000,000 tokens
Output128,000 tokens
Mon Aug 24 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Gemini 3.7 Flash supports multimodal inputs, whereas GLM-5.3 does not.

Gemini 3.7 Flash can handle both text and other forms of data like images, making it suitable for multimodal applications.

Gemini 3.7 Flash

Text
Images
Audio
Video

GLM-5.3

Text
Images
Audio
Video

Release Timeline

When each model was launched

Gemini 3.7 Flash was released on 2026-08-13, while GLM-5.3 was released on 2026-08-14.

GLM-5.3 is 0 month newer than Gemini 3.7 Flash.

Gemini 3.7 Flash

Aug 13, 2026

1 weeks ago

GLM-5.3

Aug 14, 2026

1 weeks ago

1d newer

Knowledge Cutoff

When training data ends

Gemini 3.7 Flash has a documented knowledge cutoff of 2026-03-31, while GLM-5.3's cutoff date is not specified.

We can confirm Gemini 3.7 Flash's training data extends to 2026-03-31, but cannot make a direct comparison without GLM-5.3's cutoff date.

Gemini 3.7 Flash

Mar 2026

GLM-5.3

—

Provider Availability

Gemini 3.7 Flash is available from Google. GLM-5.3 is available from ZAI.

Gemini 3.7 Flash

google logo
Google
Input Price:Input: $0.75/1MOutput Price:Output: $3.75/1M

GLM-5.3

z logo
Unknown Organization
Input Price:Input: $1.40/1MOutput Price:Output: $4.40/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Gemini 3.7 Flash and GLM-5.3 side-by-side, then vote on the output you prefer.

Gemini 3.7 Flash
✓ Preferred
GLM-5.3
Open in Playground

FAQ

Common questions about Gemini 3.7 Flash vs GLM-5.3.

Which is better, Gemini 3.7 Flash or GLM-5.3?

GLM-5.3 significantly outperforms across most benchmarks. Gemini 3.7 Flash is made by Google and GLM-5.3 is made by Zhipu AI. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does Gemini 3.7 Flash compare to GLM-5.3 in benchmarks?

Gemini 3.7 Flash scores MRCR v2 (8-needle): 97.0%, Harvey LAB-AA: 90.7%, CharXiv-R: 88.7%, Terminal-Bench 2.1: 85.8%, LVBench: 85.4%. GLM-5.3 scores Terminal-Bench 2.1: 88.2%, CyberGym: 84.5%, FrontierSWE: 78.1%, Toolathlon: 73.0%, DeepSWE 1.1: 66.9%.

Is Gemini 3.7 Flash cheaper than GLM-5.3?

Gemini 3.7 Flash is 1.9x cheaper for input tokens. Gemini 3.7 Flash costs $0.75/M input and $3.75/M output via google. GLM-5.3 costs $1.40/M input and $4.40/M output via z.

What are the context window sizes for Gemini 3.7 Flash and GLM-5.3?

Gemini 3.7 Flash supports 1.0M tokens and GLM-5.3 supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemini 3.7 Flash and GLM-5.3?

Key differences include context window (1.0M vs 1.0M), input pricing ($0.75 vs $1.40/M), multimodal support (yes vs no), licensing (Proprietary vs Unknown). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 3.7 Flash and GLM-5.3?

Gemini 3.7 Flash is developed by Google and GLM-5.3 is developed by Zhipu AI.

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