GLM-5.2 vs Hy3: Specs & Benchmark Comparison

GLM-5.2 is developed by Zhipu AI, while Hy3 comes from Tencent. GLM-5.2 was released in June 2026, and Hy3 followed a month later in July 2026. GLM-5.2 is the larger model at roughly 753 billion parameters, against 295 billion for Hy3.

The two models share 8 published benchmarks. GLM-5.2 leads on 6 of them, Hy3 on 2. The widest gaps are on DeepSWE, where GLM-5.2 scores 46.2% against 28.0%; Terminal-Bench 2.1, where GLM-5.2 scores 82.7% against 71.7%. Averaged across everything we track, GLM-5.2 sits at 60.9% and Hy3 at 57.1%.

GLM-5.2 is available through an API at $1.40 per million input tokens with a 1M-token context window. We do not track a hosted API for Hy3, so pricing and context cannot be compared directly.

CharacteristicGLM-5.2Hy3
CompanyZhipu AITencent
Release DateJune 16, 2026July 6, 2026
Parameters753B295B
MultimodalNoNo
Context (input)1.0M
Context (output)131K
Input Price / 1M$1.40
Output Price / 1M$4.40
Average Score60.9%57.1%
Benchmarks
DeepSWE46.2%28.0%
Terminal-Bench 2.182.7%71.7%
SWE-Bench Pro62.1%57.9%
NL2Repo48.9%45.6%
MCP Atlas76.8%79.1%
IMO-AnswerBench91.0%90.0%
GPQA91.0%90.4%
Toolathlon48.2%48.5%

Visual Benchmark Comparison

GLM-5.2
Hy3
DeepSWE0.5 vs 0.3
0.5
0.3
Terminal-Bench 2.10.8 vs 0.7
0.8
0.7
SWE-Bench Pro0.6 vs 0.6
0.6
0.6
NL2Repo0.5 vs 0.5
0.5
0.5
MCP Atlas0.8 vs 0.8
0.8
0.8
IMO-AnswerBench0.9 vs 0.9
0.9
0.9
GPQA0.9 vs 0.9
0.9
0.9
Toolathlon0.5 vs 0.5
0.5
0.5

Verdict

Hy3 leads in 1 out of 2 comparison categories.

Overall Performance

Both models show comparable average scores: GLM-5.2 — 0.6, Hy3 — 0.6.

Recency

Hy3 is newer: released 7/6/2026 vs 6/16/2026.

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Frequently Asked Questions

Which is better for coding — GLM-5.2 or Hy3?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — GLM-5.2 or Hy3?
API pricing data is available on the individual model pages.
Which has a larger context window — GLM-5.2 or Hy3?
Context window data is available on the individual model pages.

The GLM-5.2 and Hy3 comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the GLM-5.2 or Hy3 page. See also the complete list of AI model comparisons.