Which is cheaper: GLM 5.3 Flash or GPT-5.6 Sol?

GLM 5.3 Flash is cheaper at $0.15/1M input tokens compared to $8.00/1M for GPT-5.6 Sol.

Which model has lower latency: GLM 5.3 Flash or GPT-5.6 Sol?

GLM 5.3 Flash delivers faster response times with an average TTFT of 130ms vs 420ms for GPT-5.6 Sol.

GLM 5.3 Flash vs GPT-5.6 Sol: Cost, Latency & Coding Benchmark (2026)

Which model is better: GLM 5.3 Flash or GPT-5.6 Sol?

GLM 5.3 Flash is 98.1% cheaper for input tokens ($0.15 vs. $8.00 per 1M tokens) and $0.50 vs. $32.00 for output tokens (53.3x cost difference). In terms of operational performance, GLM 5.3 Flash delivers faster response latency with 130ms TTFT (290ms faster than GPT-5.6 Sol). GPT-5.6 Sol leads coding benchmarks at 79.5% SWE-bench vs. 54.2% for GLM 5.3 Flash.

Verified daily via automated API latency tests and official documentation.

Zero-Shot RAG Verified

Verified Performance & Unit Economics Delta

Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.

Metric / Dimension	GLM 5.3 Flash	GPT-5.6 Sol	Net Delta / Advantage
Input Cost / 1M Tokens	$0.15	$8.00	GLM 5.3 Flash is 53.3x cheaper
Output Cost / 1M Tokens	$0.50	$32.00	GLM 5.3 Flash (98.4% lower)
Avg TTFT Response Latency	130ms	420ms	GLM 5.3 Flash (+290ms faster)
SWE-bench Verified (Coding)	54.2%	79.5%	GPT-5.6 Sol (+25.3% lead)
Inference Value Score (IVR)	99.9 / 100	35.3 / 100	GLM 5.3 Flash (+64.6 pts)

Interactive Monthly Token Economics & ROI Forecaster

Model your expected production workload across prompt (input) and completion (output) tokens.

Live Calculation Engine

Monthly Input Tokens (Prompts / Context) 10.0M Tokens

100K 50M 250M 500M+

Monthly Output Tokens (Completions / Responses) 2.5M Tokens

100K 10M 50M 100M+

Precise Input (Millions)

Precise Output (Millions)

Estimated Monthly Spend

GLM 5.3 Flash $5.45

$0.15/1M in · $0.5/1M out

GPT-5.6 Sol $67.50

$8/1M in · $32/1M out

Projected Monthly Cost Reduction

$62.05 / mo

(91.9% lower cost)

When to Choose GLM 5.3 Flash

Choose GLM 5.3 Flash when you need 1M context autonomous agent tool invocation, fast Chinese-English translation, and real-time customer intelligence. and have an infrastructure budget aligned with $0.15/1M tokens.

Explore all GLM 5.3 Flash provider endpoints →

When to Choose GPT-5.6 Sol

Choose GPT-5.6 Sol when you need High-order STEM research, autonomous enterprise executive workflow coordination, and heavy deep-reasoning pipelines. and prioritize OpenAI ecosystem integration at $8.00/1M tokens.

Explore all GPT-5.6 Sol provider endpoints →