Claude Sonnet 5.5
Anthropic#1
Decision signal score
Editor pick75
Input / 1M tokens
$2.00
Output / 1M tokens
$10.00
Votes and public adoption0 votes · 4 Adoption
Solutions using this model (4)
Sign in to vote
← Back to scenarios
Code Review & Security LLM Leaderboard
As of 2026-10-22, the top-ranked models for Code Review & Security on ModelPriceLab are Claude Sonnet 5.5 (Anthropic), DeepSeek V4 Pro (DeepSeek) and GPT-5.6 (OpenAI). Claude Sonnet 5.5 lists at $2.00 input / $10.00 output per 1M tokens. The ranking weights editorial picks 50%, community votes 20%, solution adoption 20% and pricing 10%; it is a decision-signal ranking, not an independent benchmark, and no candidate has community votes yet.
Models optimized for AST parsing, security vulnerability detection, diff review, and dependency auditing.Ranking computed 2026-10-22 (UTC)
Top 3 for this scenario
DeepSeek V4 Pro
DeepSeek#2
Decision signal score
Editor pick50
Input / 1M tokens
$0.66
Output / 1M tokens
$1.98
Votes and public adoption0 votes · 0 Adoption
Solutions using this model (0)
Sign in to vote
GPT-5.6
OpenAI#3
Decision signal score
Editor pick46
Input / 1M tokens
$4.00
Output / 1M tokens
$20.00
Votes and public adoption0 votes · 1 Adoption
Solutions using this model (1)
Sign in to vote
Ranked candidates
#
Model
Decision signal score
Community
Used in public solutions
Input
Output
Vote
#1
Decision signal score: 75Used in public solutions: 4Input: $2.00/1MOutput: $10.00/1M
75
Editorial 100
0
+0 / -0
4
Used in public solutions
$2.00
$10.00
#2
Decision signal score: 50Used in public solutions: 0Input: $0.66/1MOutput: $1.98/1M
50
Editorial 80
0
+0 / -0
0
Used in public solutions
$0.66
$1.98
#3
Decision signal score: 46Used in public solutions: 1Input: $4.00/1MOutput: $20.00/1M
46
Editorial 60
0
+0 / -0
1
Used in public solutions
$4.00
$20.00
#4
Decision signal score: 33Used in public solutions: 3Input: -/1MOutput: -/1M
33
Editorial 40
0
+0 / -0
3
Used in public solutions
-
-
#5
Decision signal score: 23Used in public solutions: 3Input: $0.75/1MOutput: $3.75/1M
23
Editorial 0
0
+0 / -0
3
Used in public solutions
$0.75
$3.75
#6
Decision signal score: 23Used in public solutions: 2Input: -/1MOutput: -/1M
23
Editorial 25
0
+0 / -0
2
Used in public solutions
-
-
#7
Decision signal score: 20Used in public solutions: 2Input: $1.25/1MOutput: $10.00/1M
20
Editorial 0
0
+0 / -0
2
Used in public solutions
$1.25
$10.00
#8
Decision signal score: 20Used in public solutions: 7Input: -/1MOutput: -/1M
20
Editorial 0
0
+0 / -0
7
Used in public solutions
-
-
#9
Decision signal score: 16Used in public solutions: 1Input: $4.00/1MOutput: $20.00/1M
16
Editorial 0
0
+0 / -0
1
Used in public solutions
$4.00
$20.00
#10
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#11
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#12
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#13
Decision signal score: 10Used in public solutions: 0Input: $0.12/1MOutput: $0.30/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.12
$0.30
#14
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#15
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#16
Decision signal score: 10Used in public solutions: 0Input: $0.04/1MOutput: $0.15/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.04
$0.15
#17
Decision signal score: 10Used in public solutions: 0Input: $0.10/1MOutput: $0.20/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.10
$0.20
#18
Decision signal score: 10Used in public solutions: 0Input: $0.20/1MOutput: $0.20/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.20
$0.20
#19
Decision signal score: 10Used in public solutions: 0Input: $0.10/1MOutput: $0.10/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.10
$0.10
#20
Decision signal score: 10Used in public solutions: 0Input: $0.04/1MOutput: $0.04/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.04
$0.04
#21
Decision signal score: 10Used in public solutions: 0Input: $0.15/1MOutput: $0.15/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.15
$0.15
#22
Decision signal score: 10Used in public solutions: 0Input: $0.10/1MOutput: $0.10/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.10
$0.10
#23
Decision signal score: 10Used in public solutions: 0Input: $0.10/1MOutput: $0.30/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.10
$0.30
#24
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#25
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#26
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#27
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#28
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#29
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#30
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#31
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#32
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#33
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#34
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#35
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#36
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#37
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#38
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#39
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#40
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#41
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#42
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#43
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#44
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#45
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#46
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#47
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#48
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#49
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
#50
Decision signal score: 10Used in public solutions: 0Input: $0.00/1MOutput: $0.00/1M
10
Editorial 0
0
+0 / -0
0
Used in public solutions
$0.00
$0.00
⚡Code Review & Security Popular Matches & Budget Picks
Explore models with lowest listed token rates tailored for Code Review & Security, or compare head-to-head benchmark leaders.
AI Cost Optimization
Does this change your best option?
Check your models and usage for free. See the relevant official changes, estimated cost, and a practical next step.