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GPT-5.6 Sol (low) vs Qwen3.8 Max (medium)

GPT-5.6 Sol (low) leads on average score with 9.5 vs 9.1. Qwen3.8 Max (medium) has the lower benchmark cost at $0.728 vs $0.971. GPT-5.6 Sol (low) is faster at 8.79s vs 21.53s, with pass rates of 86.4% vs 84.9%.

Last updated at: 2026-08-14

Rank
#6
Total Output Tokens
19,246
Response Time (avg)
8.79s
Total Cost
$0.971
Rank
#19
Total Output Tokens
84,826
Response Time (avg)
21.53s
Total Cost
$0.728
Recommended model GPT-5.6 Sol (low)

It has the best score here (9.5), while responding about 2.5x faster than Qwen3.8 Max (medium).

Detailed comparison

Metric GPT-5.6 Sol GPT-5.6 Sol low Release: 2026-07-09 Qwen3.8 Max Qwen3.8 Max medium Release: 2026-08-04
Score 9.5 9.1
Rank #6 #19
Reliability 10.0 10.0
Consistency 9.2 9.7
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 86.4% 84.9%
Flaky tests 2 1
Total Runs 66 66
Cost per result 5.391 4.040
Total Cost $0.971 $0.728
Input Price $5.000 / 1M $2.000 / 1M
Output Price $30.000 / 1M $6.000 / 1M
Total Input Tokens 78,571 109,046
Output Tokens 4,476 6,567
Reasoning Tokens 14,770 78,259
Response Time (avg) 8.79s 21.53s
Response Time (max) 53.91s 126.60s
Response Time (total) 193.33s 473.75s
Parameters ~2T total (~150B active) 2.4T total (~100B active)
Availability Closed Closed

Model generation showcase

Hamster playing table tennis

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

#6 GPT-5.6 Sol

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

#19 Qwen3.8 Max

medium
Cost
$0.028
Time
71.9s
Tokens
4,750 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

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
Qwen3.8 Max 10.0 10.0 100.0% 0 41.35s 7,893 430 23,804

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