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Gemma 3 12B vs GLM 4.7 Flash

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Gemma 3 12B and GLM 4.7 Flash.

Google

Gemma 3 12B

Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,...

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Zhipu AI

GLM 4.7 Flash

As a 30B-class SOTA model, GLM-4.7-Flash offers a new option that balances performance and efficiency. It is further optimized for agentic coding use cases, strengthening coding capabilities, long-horizon task planning,...

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Technical Specifications

SpecificationGemma 3 12BGLM 4.7 Flash
ProviderGoogleZhipu AI
Context Window131,072 tokens202,752 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-03-132026-01-19

API Pricing Comparison

Input Price per Million Tokens

Gemma 3 12B

$0.05

GLM 4.7 Flash

$0.06

Output Price per Million Tokens

Gemma 3 12B

$0.15

GLM 4.7 Flash

$0.40

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs7720.0%
Gemma 3 12B
GLM 4.7 Flash
HumanEvalPython coding & logic synthesis
N/Avs7850.0%
Gemma 3 12B
GLM 4.7 Flash
MATHComplex mathematical problem solving
N/Avs4000.0%
Gemma 3 12B
GLM 4.7 Flash
GPQAGraduate-level expert reasoning
N/Avs3100.0%
Gemma 3 12B
GLM 4.7 Flash
HellaSwagCommonsense reasoning and inference
N/Avs8000.0%
Gemma 3 12B
GLM 4.7 Flash
MT-BenchMulti-turn conversation flow quality
N/Avs810.0%
Gemma 3 12B
GLM 4.7 Flash

Gemma 3 12B Quirks & Gotchas

No developer gotchas reported.

GLM 4.7 Flash Quirks & Gotchas

No developer gotchas reported.