Which model is better: GLM-5.3-Flash or Grok 3 Mini?

GLM-5.3-Flash is 60.0% cheaper for input tokens ($0.12 vs. $0.30 per 1M tokens) and $0.40 vs. $1.20 for output tokens (2.5x cost difference). In terms of operational performance, GLM-5.3-Flash delivers faster response latency with 90ms TTFT (60ms faster than Grok 3 Mini). Grok 3 Mini leads coding benchmarks at 54.0% SWE-bench vs. 52.8% for GLM-5.3-Flash.
Verified daily via automated API latency tests and official documentation.

Verified Performance & Unit Economics Delta

Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.

Metric / Dimension GLM-5.3-Flash Grok 3 Mini Net Delta / Advantage
Input Cost / 1M Tokens $0.12 $0.30 GLM-5.3-Flash is 2.5x cheaper
Output Cost / 1M Tokens $0.40 $1.20 GLM-5.3-Flash (66.7% lower)
Prompt Cache Read / 1M $0.030 $0.080 GLM-5.3-Flash is 2.7x cheaper
Prompt Cache Write / 1M $0.12 $0.30 GLM-5.3-Flash is 2.5x cheaper
Avg TTFT Response Latency 90ms 150ms GLM-5.3-Flash (+60ms faster)
SWE-bench Verified (Coding) 52.8% 54% Grok 3 Mini (+1.2% lead)
Inference Value Score (IVR) 77.8 / 100 69.6 / 100 GLM-5.3-Flash (+8.2 pts)

Interactive Monthly Token Economics & ROI Forecaster

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

Live Calculation Engine
10.0M Tokens
100K 50M 250M 500M+
2.5M Tokens
100K 10M 50M 100M+

Estimated Monthly Spend

GLM-5.3-Flash $2.20

$0.12/1M in · $0.40/1M out

Prompt Cache: $0.030/1M read · $0.12/1M write

Grok 3 Mini $6.00

$0.30/1M in · $1.20/1M out

Prompt Cache: $0.080/1M read · $0.30/1M write

Projected Monthly Cost Reduction
$3.80 / mo
(63.3% lower cost with GLM-5.3-Flash)
A

When to Choose GLM-5.3-Flash

Choose GLM-5.3-Flash when you need Sub-100ms ultra-fast inference model designed for real-time customer support, document classification, and agentic workflows. and have an infrastructure budget aligned with $0.12/1M tokens.

B

When to Choose Grok 3 Mini

Choose Grok 3 Mini when you need High-speed reasoning model providing rapid answers and code generation with chain-of-thought capabilities at edge pricing. and prioritize xAI ecosystem integration at $0.30/1M tokens.

Related Questions & Decision Factors

Which is cheaper: GLM-5.3-Flash or Grok 3 Mini?

GLM-5.3-Flash is cheaper at $0.12/1M input tokens compared to $0.30/1M for Grok 3 Mini.

Which model has lower latency: GLM-5.3-Flash or Grok 3 Mini?

GLM-5.3-Flash delivers faster response times with an average TTFT of 90ms vs 150ms for Grok 3 Mini.

When should you choose GLM-5.3-Flash?

Choose GLM-5.3-Flash when you need Sub-100ms ultra-fast inference model designed for real-time customer support, document classification, and agentic workflows. and have an infrastructure budget aligned with $0.12/1M tokens.

When should you choose Grok 3 Mini?

Choose Grok 3 Mini when you need High-speed reasoning model providing rapid answers and code generation with chain-of-thought capabilities at edge pricing. and prioritize xAI ecosystem integration at $0.30/1M tokens.

Explore Related Model Matchups