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GLM 5.3 Prime

Zhipu · The efficient all-rounder.

GLM 5 punches above its price with balanced reasoning, solid coding and honest tokenomics — a credible default for cost-aware builders.

Live OpenRouter pricing · capability ratings & benchmarks are indicative

Context window

1M

tokens

Input · $/1M

$2.80

per million tokens

Output · $/1M

$8.80

per million tokens

Vs. cost floor

14×

output cost vs DeepSeek V4.1 Flash

Capability profile

Editorial ratings across six axes (0–100), compiled from publisher reports and public evals — indicative, not measured by TrendNexus.

Benchmark highs

MMLU-Pro≈80%

solid breadth

SWE-bench Verified≈62%

capable engineering

LiveCodeBench≈71%

decent coding

IFEval≈88%

instruction following

Where it sits in the field

Output cost per million tokens across all 15 tracked flagships — GLM 5.3 Prime highlighted.

Claude Fable 5.1$50.00GPT-5.5$30.00Claude Opus 5.5$20.00GPT-5.6 Terra Pro$12.00Gemini 3.1 Pro Preview$12.00GPT-6.1 Sol Pro$10.00Claude Sonnet 5.5$10.00Kimi K3$10.00GLM 5.3 Prime$8.80Grok 4.7$6.00Qwen3 Max$6.00Gemini 3.8 Flash$3.75DeepSeek V4 Pro 0423$0.872Llama 4 Maverick$0.652DeepSeek V4.1 Flash$0.621

What it's suited to build

Product classes where this model's profile wins — mockups are illustrative, not model output.

Product AI

Budget-conscious products

Full-featured AI on a startup's unit economics.

Conversational

Support automation

Competent assistants at scale-friendly cost.

Data & analytics

Document workflows

Extraction and processing pipelines.

Benchmark figures and capability ratings are indicative — compiled from publisher reports and public leaderboards, refreshed editorially, and not independently measured by TrendNexus. Verify against your own evals before procurement decisions. Pricing updates with the daily build.