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Claude Sonnet 5.5 (max) vs GPT-6.1 Sol (low)

GPT-6.1 Sol (low) leads on average score with 9.6 vs 9.2. GPT-6.1 Sol (low) has the lower benchmark cost at $0.460 vs $8.557. GPT-6.1 Sol (low) is faster at 7.15s vs 84.26s, with pass rates of 82.6% vs 92.8%.

Last updated at: 2026-10-19

Compared models

Rank
#34
Total Output Tokens
758,707
Response Time (avg)
84.26s
Total Cost
$8.557
Rank
#16
Total Output Tokens
13,138
Response Time (avg)
7.15s
Total Cost
$0.460
Recommended model GPT-6.1 Sol (low)

It has the best score here (9.6), while costing about 18.6x less than Claude Sonnet 5.5 (max).

Detailed comparison

Metric Claude Sonnet 5.5 Claude Sonnet 5.5 max Release: 2026-09-29 GPT-6.1 Sol GPT-6.1 Sol low Release: 2026-09-29
Score 9.2 9.6
Rank #34 #16
Reliability 10.0 10.0
Consistency 9.4 9.6
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 82.6% 92.8%
Flaky tests 2 1
Total Runs 69 69
Cost per result 47.536 2.187
Total Cost $8.557 $0.460
Input Price $2.000 / 1M $2.000 / 1M
Output Price $10.000 / 1M $10.000 / 1M
Cache Read Price $0.200 / 1M $0.100 / 1M
Cache Write Price $2.500 / 1M $2.500 / 1M
Total Input Tokens 484,627 163,900
Output Tokens 11,026 4,958
Reasoning Tokens 747,681 8,180
Response Time (avg) 84.26s 7.15s
Response Time (max) 488.39s 46.57s
Response Time (total) 1937.91s 164.47s
Parameters ~1T total (~100B active) ~2T total (~150B active)
Availability Closed Closed

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Model generation showcase

Hamster playing table tennis

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

#34 Claude Sonnet 5.5

max
OpenRouter returned no showcase content (finish_reason: length).
Cost
$0.000
Time
571.7s
Tokens
0 tok

#16 GPT-6.1 Sol

low
Cost
$0.028
Time
44.6s
Tokens
2,881 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
Claude Sonnet 5.5 10.0 10.0 100.0% 0 55.26s 10,608 580 70,730
GPT-6.1 Sol 10.0 10.0 100.0% 0 4.48s 7,302 388 1,286

Quick Compare

Switch Comparison Pair

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