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OpenAI: GPT-5.6 Sol vs Z.ai: GLM 5

Summary

GPT-5.6 Sol (low) vs GLM 5 (medium) benchmark comparison: GPT-5.6 Sol (low) leads on average score with 9.5 vs 8.6. GLM 5 (medium) has the lower benchmark cost at $0.228 vs $0.649. GPT-5.6 Sol (low) is faster at 8.29s vs 33.54s, with pass rates of 85.7% vs 82.5%.

Recommended model: GPT-5.6 Sol (low) - It has the best score here (9.5), while responding about 4.0x faster than GLM 5 (medium).

Last updated at: 2026-07-09

Metric GPT-5.6 Sol GPT-5.6 Sol low Release: 2026-07-09 GLM 5 GLM 5 medium Release: 2026-02-12
Score 9.5 8.6
Rank #3 #18
Reliability 10.0 10.0
Consistency 9.2 8.5
Tests Correct
Attempt pass rate 85.7% 82.5%
Flaky tests 2 4
Total Runs 63 63
Cost per result 3.816 1.668
Total Cost $0.649 $0.228
Input Price $5.000 / 1M $0.600 / 1M
Output Price $30.000 / 1M $1.920 / 1M
Total Input Tokens 34,218 35,224
Output Tokens 1,898 21,570
Reasoning Tokens 14,023 102,996
Response Time (avg) 8.29s 33.54s
Response Time (max) 53.91s 99.85s
Response Time (total) 174.04s 435.99s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#3 GPT-5.6 Sol

low
Cost
$0.062
Time
26.7s
Tokens
2,150 tok

#18 GLM 5

medium
Cost
$0.005
Time
20.7s
Tokens
2,068 tok

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Sol 8.3 10.0 75.0% 0 2.60s 606 174 492
GLM 5 10.0 10.0 100.0% 0 23.66s 555 480 7,056
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Sol 10.0 10.0 100.0% 0 11.25s 7,302 412 3,482
GLM 5 10.0 10.0 100.0% 0 74.30s 7,254 2,997 52,930
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Sol 10.0 10.0 100.0% 0 9.87s 11,019 318 792
GLM 5 10.0 10.0 100.0% 0 28.96s 12,804 662 3,242
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Sol 10.0 10.0 100.0% 0 1.82s 7,140 222 0
GLM 5 7.1 5.6 83.3% 1 8.90s 5,508 567 3,734
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Sol 5.3 7.2 44.4% 1 29.07s 723 71 7,822
GLM 5 3.5 4.4 33.3% 2 0ms 260 13,176 14,137
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Sol 10.0 10.0 100.0% 0 3.07s 477 99 135
GLM 5 6.1 3.1 66.7% 1 14.69s 477 2,020 2,248
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Sol 10.0 10.0 100.0% 0 2.27s 660 90 146
GLM 5 10.0 10.0 100.0% 0 7.25s 636 1,001 2,129
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Sol 8.2 7.2 88.9% 1 3.44s 642 224 534
GLM 5 10.0 10.0 100.0% 0 11.33s 609 33 4,076
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Sol 10.0 10.0 100.0% 0 7.56s 5,454 258 294
GLM 5 10.0 10.0 100.0% 0 15.93s 6,935 233 994
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Sol 10.0 10.0 100.0% 0 3.67s 195 30 326
GLM 5 3.0 10.0 0.0% 0 67.37s 186 401 12,450

Quick Compare

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