GLM-5.3 Flash vs Grok 4.5: Specs & Benchmark Comparison

GLM-5.3 Flash is developed by Zhipu AI, while Grok 4.5 comes from xAI. Grok 4.5 was released in July 2026, and GLM-5.3 Flash followed a month later in August 2026. GLM-5.3 Flash has a published size of about 320 billion parameters; xAI has not disclosed the parameter count of Grok 4.5.

The two models share 3 published benchmarks. GLM-5.3 Flash leads on 3 of them. The widest gaps are on DeepSWE 1.1, where GLM-5.3 Flash scores 63.4% against 54.0%; Artificial Analysis, where GLM-5.3 Flash scores 57.0% against 54.0%. Averaged across everything we track, GLM-5.3 Flash sits at 64.1% and Grok 4.5 at 52.9%.

GLM-5.3 Flash is the cheaper API at $0.15 per million input tokens and $0.50 per million output tokens, roughly 13 times cheaper than Grok 4.5 at $2 and $6. GLM-5.3 Flash takes the larger context window at 1M tokens, compared with 500K for Grok 4.5. GLM-5.3 Flash accepts text, images, and video as input, while Grok 4.5 accepts text and images.

CharacteristicGLM-5.3 FlashGrok 4.5
CompanyZhipu AIxAI
Release DateAugust 26, 2026July 16, 2026
Parameters320B
MultimodalYesYes
Context (input)1.0M500K
Context (output)131K
Input Price / 1M$0.15$2.00
Output Price / 1M$0.50$6.00
Average Score64.1%52.9%
Benchmarks
DeepSWE 1.163.4%54.0%
Artificial Analysis57.0%54.0%
Terminal-Bench 2.184.3%83.0%

Visual Benchmark Comparison

GLM-5.3 Flash
Grok 4.5
DeepSWE 1.10.6 vs 0.5
0.6
0.5
Artificial Analysis0.6 vs 0.5
0.6
0.5
Terminal-Bench 2.10.8 vs 0.8
0.8
0.8

Verdict

GLM-5.3 Flash leads in 3 out of 4 comparison categories.

Overall Performance

Both models show comparable average scores: GLM-5.3 Flash — 0.6, Grok 4.5 — 0.5.

API Cost

GLM-5.3 Flash is 12.3x cheaper: input $0.15/1M vs $2.00/1M tokens.

Context Window

GLM-5.3 Flash supports a larger context: 1M vs 500K tokens.

Recency

GLM-5.3 Flash is newer: released 8/26/2026 vs 7/16/2026.

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Frequently Asked Questions

Which is better for coding — GLM-5.3 Flash or Grok 4.5?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — GLM-5.3 Flash or Grok 4.5?
GLM-5.3 Flash is cheaper for input: $0.15 per 1M tokens vs $2.00.
Which has a larger context window — GLM-5.3 Flash or Grok 4.5?
GLM-5.3 Flash supports a larger context: 1,048,576 tokens vs 500,000.

The GLM-5.3 Flash and Grok 4.5 comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the GLM-5.3 Flash or Grok 4.5 page. See also the complete list of AI model comparisons.