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Coding

Coding leaderboard from coding-specific benchmark metrics.

Leader

Domain score averages relative percentile across included metrics.

GPT-5.6 Sol (high)

Domain score 99

CodingLCBSciCode

Top Coding Models

Coding leaderboard from coding-specific benchmark metrics.

Domain Leaderboard

RankModelCreatorDomain ScoreSpeedBlended Price
#1GPT-5.6 Sol (high)OpenAI99.356.2 tok/s$11.25/M
#2
Gemini 3 Pro Preview (high)
Google
99.2
n/a
$4.50/M
#3GPT-5.6 Sol (max)OpenAI99.267.4 tok/s$11.25/M
#4GPT-5.6 Sol (xhigh)OpenAI99.257 tok/s$11.25/M
#5Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)Anthropic99.169.4 tok/s$20.00/M
#6GPT-5.6 Sol (medium)OpenAI98.455.6 tok/s$11.25/M
#7GPT-5.5 (xhigh)OpenAI98.073.9 tok/s$11.25/M
#8GPT-5.6 Terra (max)OpenAI97.9170.1 tok/s$5.63/M
#9GPT-5.2 Codex (xhigh)OpenAI97.7125.5 tok/s$4.81/M
#10Gemini 3 Flash Preview (Reasoning)Google97.0197.7 tok/s$1.13/M
#11GPT-5.2 (xhigh)OpenAI97.080.5 tok/s$4.81/M
#12Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic97.049.5 tok/s$10.00/M
#13Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic96.754.3 tok/s$10.00/M
#14GPT-5.5 (high)OpenAI96.658.4 tok/s$11.25/M
#15Grok 4.5 (high)SpaceXAI96.4122.8 tok/s$3.00/M
#16GPT-5.3 Codex (xhigh)OpenAI96.295.4 tok/s$4.81/M
#17GPT-5.5 (medium)OpenAI95.758.3 tok/s$11.25/M
#18Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic95.689.2 tok/s$4.00/M
#19Muse Spark 1.1 (xhigh)Meta95.5124.3 tok/s$2.00/M
#20Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic95.349.5 tok/s$10.00/M
#21GPT-5.4 (xhigh)OpenAI95.1154.5 tok/s$5.63/M
#22Claude Opus 4.5 (Reasoning)Anthropic94.858.5 tok/s$10.00/M
#23Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic94.543 tok/s$10.00/M
#24Gemini 3 Pro Preview (low)Google94.3n/a$4.50/M
#25GPT-5.5 Instant (May 2026)OpenAI93.8n/a$11.25/M
#26GPT-5.6 Luna (max)OpenAI93.8243.6 tok/s$2.25/M
#27Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic93.759.2 tok/s$4.00/M
#28Gemini 3.1 Pro PreviewGoogle93.6123.1 tok/s$4.50/M
#29GPT-5.2 (medium)OpenAI93.5n/a$4.81/M
#30Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic93.269.1 tok/s$4.00/M
#31GPT-5.6 Sol (low)OpenAI92.957.1 tok/s$11.25/M
#32Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic92.859.1 tok/s$4.00/M
#33Gemini 3.5 Flash (medium)Google92.5234.7 tok/s$3.38/M
#34o4-mini (high)OpenAI92.5162.3 tok/s$1.93/M
#35GPT-5.6 Terra (xhigh)OpenAI92.4117.6 tok/s$5.63/M
#36Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic92.359.5 tok/s$4.00/M
#37Gemini 3.5 Flash (high)Google92.1241.2 tok/s$3.38/M
#38GPT-5.4 (low)OpenAI92.098.2 tok/s$5.63/M
#39Gemini 3 Flash Preview (Non-reasoning)Google91.9195.8 tok/s$1.13/M
#40DeepSeek V3.2 SpecialeDeepSeek91.7n/a-
#41GLM-5.2 (max)Z AI90.5149.2 tok/s$2.15/M
#42Grok 4SpaceXAI90.2n/a$11.00/M
#43GPT-5.4 (Non-reasoning)OpenAI90.097.5 tok/s$5.63/M
#44Gemini 3.5 Flash (minimal)Google89.9201.4 tok/s$3.38/M
#45GPT-5.6 Luna (xhigh)OpenAI89.6185.7 tok/s$2.25/M
#46GPT-5.6 Terra (high)OpenAI89.6109.5 tok/s$5.63/M
#47Grok 4 Fast (Reasoning)SpaceXAI89.5n/a$0.275/M
#48Grok 4.1 Fast (Reasoning)SpaceXAI89.1n/a-
#49GPT-5.6 Luna (high)OpenAI89.1191.2 tok/s$2.25/M
#50Kimi K2.6Kimi88.939.2 tok/s$1.71/M
#51Qwen3.6 Max PreviewAlibaba88.637 tok/s$2.93/M
#52GPT-5.1 Codex mini (high)OpenAI88.2203.4 tok/s$0.688/M
#53Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic88.157.9 tok/s$4.00/M
#54GPT-5.6 Terra (medium)OpenAI88.0103.3 tok/s$5.63/M
#55Qwen3.7 MaxAlibaba88.0198.9 tok/s$3.75/M
#56GPT-5.5 (low)OpenAI88.056.8 tok/s$11.25/M
#57GLM-5 (Reasoning)Z AI87.646.2 tok/s$1.55/M
#58Claude Opus 4.5 (Non-reasoning)Anthropic87.251.8 tok/s$10.00/M
#59GPT-5.6 Sol (Non-reasoning)OpenAI87.145.3 tok/s$11.25/M
#60Claude Opus 4.6 (Non-reasoning, High Effort)Anthropic87.144.4 tok/s$10.00/M
#61MiMo-V2.5-ProXiaomi86.557.1 tok/s$0.544/M
#62GPT-5 Codex (high)OpenAI86.5167.4 tok/s$3.44/M
#63Grok 4.20 0309 v2 (Reasoning)SpaceXAI86.5159.2 tok/s$3.00/M
#64DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek85.763.7 tok/s$0.544/M
#65Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic85.672 tok/s$6.00/M
#66Claude Sonnet 4.6 (Non-reasoning, High Effort)Anthropic85.546.4 tok/s$6.00/M
#67o3OpenAI85.5116.6 tok/s$3.50/M
#68Kimi K2.7 CodeKimi85.443 tok/s$1.71/M
#69GPT-5.1 Codex (high)OpenAI85.4173.3 tok/s$3.44/M
#70Muse SparkMeta85.4n/a-
#71Grok 4.20 0309 (Reasoning)SpaceXAI85.4n/a$3.00/M
#72MiniMax-M2.1MiniMax84.974.9 tok/s$0.525/M
#73MiMo-V2-Flash (Reasoning)Xiaomi84.1n/a$0.150/M
#74Gemini 2.5 Pro Preview (May' 25)Google84.0n/a$3.44/M
#75Claude Sonnet 4.6 (Non-reasoning, Low Effort)Anthropic83.747.6 tok/s$6.00/M
#76GLM-5-TurboZ AI83.7n/a-
#77GLM 5V Turbo (Reasoning)Z AI83.5n/a-
#78TEHy3Tencent83.548 tok/s-
#79GPT-5.6 Terra (low)OpenAI83.3102.3 tok/s$5.63/M
#80DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek83.157.6 tok/s$0.544/M