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

Summary

GPT-5.6 Terra (low) vs Qwen3.5-122B-A10B (medium) benchmark comparison: The average score is effectively tied at 7.7 vs 7.7. GPT-5.6 Terra (low) has the lower benchmark cost at $0.343 vs $0.588. GPT-5.6 Terra (low) is faster at 4.88s vs 42.49s, with pass rates of 74.6% vs 73.0%.

Recommended model: GPT-5.6 Terra (low) - It has the best score here (7.7), while costing about 1.7x less than Qwen3.5-122B-A10B (medium).

Last updated at: 2026-07-09

Metric GPT-5.6 Terra GPT-5.6 Terra low Release: 2026-07-09 Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium Release: 2026-02-24
Score 7.7 7.7
Rank #47 #44
Reliability 10.0 10.0
Consistency 8.1 8.8
Tests Correct
Attempt pass rate 74.6% 73.0%
Flaky tests 5 3
Total Runs 63 63
Cost per result 2.637 5.235
Total Cost $0.343 $0.588
Input Price $2.500 / 1M $0.260 / 1M
Output Price $15.000 / 1M $2.080 / 1M
Total Input Tokens 34,226 41,832
Output Tokens 1,943 26,187
Reasoning Tokens 15,201 251,028
Response Time (avg) 4.88s 42.49s
Response Time (max) 19.85s 168.16s
Response Time (total) 102.53s 892.30s

Generation showcase

Hamster playing table tennis

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

#47 GPT-5.6 Terra

low
Cost
$0.034
Time
16.8s
Tokens
2,348 tok

#44 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 2.36s 606 171 602
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 6.6 4.6 77.8% 2 9.56s 7,302 429 6,821
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 5.07s 11,019 312 349
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 919ms 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 7.2 44.4% 1 8.34s 723 72 4,086
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 4.8 3.2 33.3% 1 3.52s 477 105 249
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 1.48s 660 87 134
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 10.0 10.0 100.0% 0 4.46s 642 259 1,506
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 4.7 1.6 66.7% 1 6.69s 5,462 257 226
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 5.95s 195 29 1,228
Qwen3.5-122B-A10B 3.0 10.0 0.0% 0 52.87s 204 822 15,066

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