Z.ai: GLM 4.7

Text input Text output
Author's Description

GLM-4.7 is Z.ai’s latest flagship model, featuring upgrades in two key areas: enhanced programming capabilities and more stable multi-step reasoning/execution. It demonstrates significant improvements in executing complex agent tasks while...

Key Specifications
Cost
$$$$$
Context
200K
Released
Dec 21, 2025
Speed
Ability
Reliability
Supported Parameters

This model supports the following parameters:

Top P Reasoning Include Reasoning Temperature Tools Tool Choice Response Format Max Tokens
Features

This model supports the following features:

Tools Reasoning Response Format
Performance Summary

Z.ai's GLM-4.7, released on December 21, 2025, is positioned as a premium model with a 200,000 context length, excelling in enhanced programming and stable multi-step reasoning. While it tends to have longer response times, ranking in the 6th percentile for speed, and is positioned at premium pricing levels (14th percentile), its reliability is exceptional, boasting a 97% success rate. The model demonstrates strong performance in Instruction Following (89th percentile), Reasoning (73rd percentile), and Mathematics (78th percentile), aligning with its focus on complex agent tasks. It achieved perfect accuracy in Ethics, highlighting its robust moral reasoning capabilities. However, its Hallucinations accuracy (34th percentile) suggests room for improvement in acknowledging uncertainty. Coding performance is solid at 61st percentile, and General Knowledge is strong at 67th percentile. Email Classification is average at 54th percentile. Overall, GLM-4.7 is a highly reliable model with significant strengths in complex reasoning and ethical considerations, though users should anticipate longer processing times and a higher cost.

Model Pricing

Current Pricing

Feature Price (per 1M tokens)
Prompt $0.6
Completion $2.2
Input Cache Read $0.11

Price History

Available Endpoints
Provider Endpoint Name Context Length Pricing (Input) Pricing (Output)
Z.AI
Z.AI | z-ai/glm-4.7-20251222 200K $0.6 / 1M tokens $2.2 / 1M tokens
AtlasCloud
AtlasCloud | z-ai/glm-4.7-20251222 202K $0.52 / 1M tokens $1.85 / 1M tokens
Parasail
Parasail | z-ai/glm-4.7-20251222 202K $0.45 / 1M tokens $2.1 / 1M tokens
Chutes
Chutes | z-ai/glm-4.7-20251222 202K $0.4 / 1M tokens $1.75 / 1M tokens
Novita
Novita | z-ai/glm-4.7-20251222 204K $0.4 / 1M tokens $1.75 / 1M tokens
DeepInfra
DeepInfra | z-ai/glm-4.7-20251222 202K $0.4 / 1M tokens $1.75 / 1M tokens
GMICloud
GMICloud | z-ai/glm-4.7-20251222 202K $0.4 / 1M tokens $1.75 / 1M tokens
SiliconFlow
SiliconFlow | z-ai/glm-4.7-20251222 204K $0.45 / 1M tokens $2.2 / 1M tokens
Mancer 2
Mancer 2 | z-ai/glm-4.7-20251222 131K $0.4 / 1M tokens $1.75 / 1M tokens
Novita
Novita | z-ai/glm-4.7-20251222 204K $0.54 / 1M tokens $1.98 / 1M tokens
Cerebras
Cerebras | z-ai/glm-4.7-20251222 200K $0.4 / 1M tokens $1.75 / 1M tokens
Together
Together | z-ai/glm-4.7-20251222 202K $0.4 / 1M tokens $1.75 / 1M tokens
Venice
Venice | z-ai/glm-4.7-20251222 198K $0.55 / 1M tokens $2.65 / 1M tokens
Cerebras
Cerebras | z-ai/glm-4.7-20251222 131K $2.25 / 1M tokens $2.75 / 1M tokens
Google
Google | z-ai/glm-4.7-20251222 200K $0.6 / 1M tokens $2.2 / 1M tokens
Nebius
Nebius | z-ai/glm-4.7-20251222 202K $0.4 / 1M tokens $1.75 / 1M tokens
Mancer 2
Mancer 2 | z-ai/glm-4.7-20251222 131K $0.4 / 1M tokens $1.75 / 1M tokens
NextBit
NextBit | z-ai/glm-4.7-20251222 202K $0.4 / 1M tokens $1.75 / 1M tokens
Inceptron
Inceptron | z-ai/glm-4.7-20251222 202K $0.4 / 1M tokens $1.75 / 1M tokens
Io Net
Io Net | z-ai/glm-4.7-20251222 202K $0.4 / 1M tokens $1.75 / 1M tokens
DekaLLM
DekaLLM | z-ai/glm-4.7-20251222 202K $0.4 / 1M tokens $1.75 / 1M tokens
Phala
Phala | z-ai/glm-4.7-20251222 131K $0.85 / 1M tokens $3.3 / 1M tokens
DekaLLM
DekaLLM | z-ai/glm-4.7-20251222 202K $0.4 / 1M tokens $1.75 / 1M tokens
Benchmark Results
Benchmark Category Reasoning Strategy Free Executions Accuracy Cost Duration
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