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Qwen: Qwen3.5-122B-A10B vs StepFun: Step 3.7 Flash

Last updated at: 2026-05-29

Metric Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium Release: 2026-02-24 Step 3.7 Flash Step 3.7 Flash high Release: 2026-05-29
Score 7.7 7.1
Rank #43 #74
Reliability 10.0 10.0
Consistency 8.8 8.2
Tests Correct
Attempt pass rate 71.7% 65.8%
Flaky tests 3 4
Total Runs 60 60
Cost per result 5.031 8.723
Total Cost $0.655 $0.960
Input Price $0.260 / 1M $0.200 / 1M
Output Price $2.080 / 1M $1.150 / 1M
Output Tokens 26,166 828,084
Reasoning Tokens 213,524 0
Response Time (avg) 39.40s 49.43s
Response Time (max) 168.16s 192.75s
Response Time (total) 788.00s 988.58s

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Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 9.75s 269 16,835
Step 3.7 Flash 10.0 10.0 100.0% 0 13.40s 42,656 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-122B-A10B 4.1 5.8 33.3% 1 119.57s 8,036 45,074
Step 3.7 Flash 3.6 4.6 25.0% 1 126.82s 164,069 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 107.79s 483 11,337
Step 3.7 Flash 10.0 10.0 100.0% 0 13.01s 8,802 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 23.41s 270 16,558
Step 3.7 Flash 10.0 10.0 100.0% 0 14.72s 23,113 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-122B-A10B 2.9 7.2 11.1% 1 63.40s 15,537 64,889
Step 3.7 Flash 4.1 4.4 44.5% 2 149.64s 410,502 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-122B-A10B 3.4 2.2 33.3% 1 34.11s 66 7,592
Step 3.7 Flash 5.5 10.0 0.0% 0 4.17s 2,862 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 9.88s 77 7,372
Step 3.7 Flash 9.8 10.0 100.0% 0 1.52s 2,010 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 17.89s 284 27,575
Step 3.7 Flash 5.3 7.2 44.4% 1 10.22s 25,422 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 4.60s 322 1,226
Step 3.7 Flash 10.0 10.0 100.0% 0 2.79s 1,172 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-122B-A10B 3.0 10.0 0.0% 0 52.87s 822 15,066
Step 3.7 Flash 3.0 10.0 0.0% 0 149.34s 147,476 0

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