Skip to main content
idapt
HomeAI ModelsPricing
Sign inStart free

GLM 5.2 vs MiniMax M3 vs DeepSeek V4 Pro

Reasoning specialists from Z.ai, MiniMax, and DeepSeek. The reasoning benchmarks lead the band; effort tiers are noted where a model exposes them.Last reviewed 2026-07-17.

GLM 5.2 vs MiniMax M3 vs DeepSeek V4 Pro

At a glance
Zhipu AIGLM 5.2

Z.ai's frontier reasoning model for long-context agents and software engineering.

83262K ctx$1.40/$4.40 per M#16/92
MiniMaxMiniMax M3

MiniMax's multimodal foundation model for long-horizon agentic work.

524K ctx$0.30/$1.20 per M
DeepSeekDeepSeek V4 Pro

Open-source 1.6T-parameter MoE with 49B active, built for advanced reasoning and long-horizon agents.

821.0M ctx$0.43/$0.87 per M#21/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Zhipu AIGLM 5.2
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI83.4
Reasoning & Knowledge
Graduate Science91.9%Factual Recall38.1%
Math
Competition Math86.4%
Coding
Real-World Coding78.7%
MiniMaxMiniMax M3
No benchmarks available

This model hasn't been benchmarked yet.

DeepSeekDeepSeek V4 Pro
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI81.6
Reasoning & Knowledge
Graduate Science89.6%Factual Recall57.0%
Math
Competition Math96.7%
Coding
Real-World Coding77.6%
Specs
Zhipu AIGLM 5.2
262K
Context
128K
Max output
Jun 2026
Released
MiniMaxMiniMax M3
524K
Context
128K
Max output
May 2026
Released
DeepSeekDeepSeek V4 Pro
1.0M
Context
256K
Max output
Apr 2026
Released
Capabilities
Zhipu AIGLM 5.2
Vision
Audio
Reasoning
MiniMaxMiniMax M3
Vision
Audio
Reasoning
DeepSeekDeepSeek V4 Pro
Vision
Audio
Reasoning
Pricing
Zhipu AIGLM 5.2
Live pricing, shown before you run
Input$1.40/M tokens
Output$4.40/M tokens
Cache read$0.26/M tokens
MiniMaxMiniMax M3
Live pricing, shown before you run
Input$0.30/M tokens
Output$1.20/M tokens
Cache read$0.06/M tokens
DeepSeekDeepSeek V4 Pro
Live pricing, shown before you run
Input$0.43/M tokens
Output$0.87/M tokens
Cache read$0.004/M tokens
Chat with GLM 5.2Go to model
Chat with MiniMax M3Go to model
Chat with DeepSeek V4 ProGo to model

Frequently asked

Which of GLM 5.2, MiniMax M3, and DeepSeek V4 Pro is the cheapest?

MiniMax M3 has the lowest blended list price. Per 1M tokens: GLM 5.2 at $1.40 in / $4.40 out; MiniMax M3 at $0.30 in / $1.20 out; DeepSeek V4 Pro at $0.43 in / $0.87 out.

Which of GLM 5.2, MiniMax M3, and DeepSeek V4 Pro has the largest context window?

DeepSeek V4 Pro leads with 1M tokens. The other two: GLM 5.2 at 262K, MiniMax M3 at 524K.

Do GLM 5.2, MiniMax M3, and DeepSeek V4 Pro support image input?

MiniMax M3 accept images; the others do not.

Where can I run GLM 5.2, MiniMax M3, and DeepSeek V4 Pro side by side?

This idapt comparison runs all three in aligned columns: the same prompt, plus benchmarks, specs, and prices per model. Open any model in chat from its column to keep working with it.

More three-way comparisons

GPT 5.6 Sol vs Claude Opus 4.8 vs Gemini 3.1 ProClaude Fable 5 vs GPT 5.6 Sol vs Grok 4.5GPT 5.6 Luna vs Gemini 3.5 Flash vs Claude Haiku 4.5Claude Sonnet 5 vs Kimi K2.7 Code vs Qwen3 Coder NextDeepSeek V4 Pro vs Qwen3.7 Max vs Nemotron 3 UltraMiniMax M3 vs DeepSeek V4 Flash vs Gemini 3.1 Flash LiteClaude Sonnet 5 vs Grok Build 0.1 vs Kimi K3Muse Spark 1.1 vs Kimi K3 vs Grok 4.5DeepSeek V4 Flash vs Gemini 3.5 Flash vs Qwen3.7 Plus
  • Home
  • Pricing
  • AI Models
  • Image models
  • Voice models
  • Video models
  • Rankings
  • New models
  • Model status
  • Multi-Model Chat
  • Voice Mode
  • Voice HUD
  • Web Search
  • Image Generation
  • Video Generation
  • Audio Generation
  • Transcription
  • Drive
  • Secrets
  • Sharing
  • Workspaces
  • Tasks
  • Memory
  • Agents
  • Subagents
  • Automations
  • Skills
  • Code Execution
  • Computers
  • Computer Use
  • Cloud Computers
  • Local AI
  • AI Gateway
  • API & SDK
  • CLI
  • MCP
  • Tunnels
  • All features →
  • Blog
  • Use cases
  • Comparisons
  • Best of
  • Learn
  • Free tools
  • Prompts
  • Templates
  • Changelog
  • Help center
  • FAQ
  • Privacy
  • Compare all models
  • Support
  • Developers
  • Quickstarts
  • API reference
  • API pricing
  • CLI
  • MCP
  • Downloads
  • Desktop
  • Badges and embeds
© idapt[email protected]TermsPrivacy PolicyLegal noticeReport content
X (Twitter)