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OpenAI: GPT-5.6 Terra vs Qwen: Qwen3.5-122B-A10B

Summary

GPT-5.6 Terra (high) vs Qwen3.5-122B-A10B (medium) benchmark comparison: GPT-5.6 Terra (high) leads on average score with 8.2 vs 7.7. Qwen3.5-122B-A10B (medium) has the lower benchmark cost at $0.588 vs $0.852. GPT-5.6 Terra (high) is faster at 10.89s vs 42.49s, with pass rates of 68.3% vs 73.0%.

Recommended model: GPT-5.6 Terra (high) - It has the best score here (8.2), while responding about 3.9x faster than Qwen3.5-122B-A10B (medium).

Last updated at: 2026-07-10

Metric GPT-5.6 Terra GPT-5.6 Terra high Release: 2026-07-09 Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium Release: 2026-02-24
Score 8.2 7.7
Rank #29 #45
Reliability 10.0 10.0
Consistency 9.6 8.8
Tests Correct
Attempt pass rate 68.3% 73.0%
Flaky tests 1 3
Total Runs 63 63
Cost per result 6.086 5.235
Total Cost $0.852 $0.588
Input Price $2.500 / 1M $0.260 / 1M
Output Price $15.000 / 1M $2.080 / 1M
Total Input Tokens 34,218 41,832
Output Tokens 1,908 26,187
Reasoning Tokens 49,189 251,028
Response Time (avg) 10.89s 42.49s
Response Time (max) 91.49s 168.16s
Response Time (total) 228.65s 892.30s

Generation showcase

Hamster playing table tennis

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

#29 GPT-5.6 Terra

high
Cost
$0.055
Time
30.2s
Tokens
3,748 tok

#45 Qwen3.5-122B-A10B

medium
Cost
$0.019
Time
48.7s
Tokens
6,034 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 Terra 8.3 10.0 75.0% 0 2.54s 606 158 700
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 9.75s 672 269 16,835
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Terra 7.6 7.2 77.8% 1 9.14s 7,302 370 6,087
Qwen3.5-122B-A10B 6.0 7.2 55.6% 1 114.48s 7,630 8,057 82,578
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Terra 10.0 10.0 100.0% 0 6.94s 11,019 314 627
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 107.79s 14,947 483 11,337
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 Terra 10.0 10.0 100.0% 0 938ms 7,140 222 0
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 23.41s 7,782 270 16,558
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Terra 5.3 10.0 33.3% 0 43.44s 723 70 32,942
Qwen3.5-122B-A10B 2.9 7.2 11.1% 1 63.40s 771 15,537 64,889
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Terra 5.1 10.0 0.0% 0 3.03s 477 113 216
Qwen3.5-122B-A10B 3.4 2.2 33.3% 1 34.11s 344 66 7,592
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Terra 10.0 10.0 100.0% 0 2.14s 660 96 319
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 9.88s 593 77 7,372
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Terra 7.7 10.0 66.7% 0 5.45s 642 277 2,613
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 17.89s 696 284 27,575
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Terra 10.0 10.0 100.0% 0 4.97s 5,454 258 168
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 4.60s 8,193 322 1,226
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.6 Terra 3.0 10.0 0.0% 0 23.30s 195 30 5,517
Qwen3.5-122B-A10B 3.0 10.0 0.0% 0 52.87s 204 822 15,066

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