Claude Opus 4.8$25Frontier closed
Claude Sonnet 5$10Beats Opus on TB
Claude Haiku 4.5$5Fast, unverified
Claude Fable 5$50Restored, classifier gap
GPT-5.6 Sol$30TB 88.8 SOTA
GPT-5.6 Terra$2.50/$15TB 87.4, half Sol cost
GPT-5.6 Luna$1/$6TB 84.7, best $/TB
gpt-5.3-codex$10Code gen
Gemini 3.1 Pro$122M context
Gemini 3.5 Flash$9MCP #2 (after Spark)
Grok 4.6$6AA TB 88.4
Grok 4.5$6TB 83.3
Grok Build 0.1$2Fast coder
Step 3.7 Flash$1.15Free tier
Agnes 2.0 Flash$0.20Cheapest reasoning
Ring 2.6 1T$2.501T MoE
ERNIE 5.1$2.65Chinese flagship
Qwen3.7 Max$1.2935h proven
GLM-5.2$1.35Best value on ZenMux
tencent-hy3$0.53Agent-grade
DeepSeek V4 Pro$0.87Single-pass
DeepSeek V4 Flash$0.28Batch floor
DeepSeek V4.5$0.50/$1.10Open SWE-Pro 62.1
Kimi K2.7 Code$4MCP-Mark 81.1 ★
Composer 2.5Cursor-only★ 1/10 frontier cost
GLM-5.2$4.40Current main
Kimi K2.7 Code$4.00Tool specialist
Qwen3.7 Max$3.75Long-horizon
Qwen3.7-Plus$3.00Mid
DeepSeek V4 Pro$0.87Single-pass
DeepSeek V4 Flash$0.28Batch
DeepSeek V4.5$0.50/$1.10Open SWE-Pro 62.1
MiniMax M3$1.20Cheap 1M
tencent-hy3$0.53Agent-grade
Step 3.7 Flash$1.15SWE-Pro #2
Step 3.5 Flash$0.30Cheapest coding
MiMo v2.5 Pro$3.201M ctx, new
Llama 4 Maverick$0.60-1.79Best open tool use
Qwen3-Coder-Next~$0.603B active
kimi-k2.6Mid
glm-5.1Mid
GLM-5.2subFrontier MoE · $20/mo Pro
Kimi K2.7 CodesubTool specialist · $20/mo Pro
DeepSeek V4 ProsubSingle-pass · $100/mo Max
DeepSeek V4 FlashsubBatch · $20/mo Pro
Nemotron 3 Ultrasub300+ tok/s · $20/mo Pro
MiniMax M3subCheap 1M · $20/mo Pro
Gemma 4 12BsubVision · $20/mo Pro
Llama 4 MavericksubOpen tool use · $20/mo Pro
Qwen3-Coder-NextsubLocal coding · $20/mo Pro
kimi-k2.6subMid · $20/mo Pro
Claude Opus 4.8subFrontier
Claude Fable 5subRestored, classifier gap
Claude Sonnet 5subBeats Opus on TB
GPT-5.6 SolsubTB 88.8 SOTA
GPT-5.6 TerrasubTB 87.4, half Sol cost
GPT-5.6 LunasubTB 84.7, best $/TB
gpt-5.3-codexsubCode gen
Gemini 3.5 FlashsubMCP #2
Grok 4.5subTB 83.3
tencent-hy3 (free)$0.53Agent-grade
Ring 2.6 1TFREE1T MoE
Fugu UltrasubOrchestrator
DeepSeek V4 FlashsubBatch floor
Qwen3.8 MaxsubLatest Qwen · TB 86.6 (v)
Qwen3.7-PlussubVision Plus
Grok 4.6$6AA TB 88.4
tencent-hy3$0.53Agent-grade
tencent-hy3 (free)$0.53Free tier, rate-limited
Step 3.5 Flash$0.30Cheapest coding
Llama 4 Maverick$0.27Groq, 307 t/s
GLM-5.2variesVia proxy
Qwen3.8 Max$6TB 86.6 (v) · $2/$6
Qwen3.7 MaxvariesVia proxy
DeepSeek V4 Pro$0.87Single-pass
DeepSeek V4 Flash$0.28Batch floor
DeepSeek V4.5$0.50/$1.10Open SWE-Pro 62.1
Qwen3.7 Max$1.25Long-horizon
Llama 4 Maverick$0.60Open tool use
GLM-5.2$1.40Frontier MoE
Kimi K2.7 Code$0.95Tool specialist
MiniMax M3$0.30Cheap 1M
DeepSeek V4 Pro$1.74Single-pass
DeepSeek V4 Flash$0.28Batch
Qwen3.7 Max$1.25Long-horizon
Llama 4 Maverick$0.60Open tool use
kimi-k2.6$0.95Mid
Llama 4 Maverick$0.27307 tok/s
DeepSeek V4 Flash$0.14Fast batch
Gemma 4 12B$0.10Vision
DeepSeek V4 Pro$0.87Single-pass
Qwen3.7 Max$1.25Long-horizon
Llama 4 Maverick$0.60Open tool use
GLM-5.2$1.40Frontier MoE
Claude Opus 4.8subFrontier
Claude Sonnet 5subBeats Opus on TB
GPT-5.6 SolsubTB 88.8 SOTA
GPT-5.6 TerrasubTB 87.4, half Sol cost
GPT-5.6 LunasubTB 84.7, best $/TB
DeepSeek V4 Prosub4x credit deal
DeepSeek V4 FlashsubBatch floor
MiniMax M3sub2.7x credit deal
MiMo v2.5 Prosub99% off
MiMo v2.5 Prosub5x credit deal
Qwen3.7 MaxsubLong-horizon
GLM-5.2subFrontier MoE
Kimi K2.7 CodesubTool specialist
Gemini 3.5 FlashsubMCP #2
Grok 4.5subTB 83.3
Muse Spark 1.1subMCP Atlas 88.1 leader
Claude Opus 4.8variesKilo Pass $19/mo · up to 50% bonus credits · Gateway at provider rate
Claude Sonnet 5variesBeats Opus on TB
GPT-5.6 SolvariesTB 88.8 SOTA
GPT-5.6 TerravariesTB 87.4, half Sol cost
GPT-5.6 LunavariesTB 84.7, best $/TB
DeepSeek V4 ProvariesSingle-pass
DeepSeek V4 FlashvariesBatch
MiniMax M3variesCheap 1M
Qwen3.7 MaxvariesLong-horizon
GLM-5.2variesFrontier MoE
Kimi K2.7 CodevariesTool specialist
Grok 4.5variesTB 83.3
Gemini 3.5 FlashvariesMCP #2
Llama 4 MaverickvariesOpen tool use
Composer 2.5sub1/10 frontier cost
Claude Opus 4.8subFrontier
Claude Sonnet 5subBeats Opus on TB
GPT-5.6 SolsubTB 88.8 SOTA
GPT-5.6 TerrasubTB 87.4, half Sol cost
GPT-5.6 LunasubTB 84.7, best $/TB
gpt-5.3-codexsubCode gen
Gemini 3.5 FlashsubMCP #2
Grok 4.6subAA TB 88.4
Grok 4.5subTB 83.3
DeepSeek V4 ProsubSingle-pass
DeepSeek V4 FlashsubBatch floor
Claude Fable 5sub4× plan multiplier
Claude Opus 4.8subFrontier
Claude Sonnet 5sub0.8× plan multiplier
Claude Haiku 4.5subFast
GPT-5.6 SolsubTB 88.8 SOTA
GPT-5.6 TerrasubTB 87.4
GPT-5.6 Lunasub0.08× plan multiplier
gpt-5.3-codexsubCode gen
Gemini 3.1 Prosub2M context
Gemini 3.5 FlashsubMCP #2
Gemini 3.6 Flashsub0.6× plan multiplier
Grok 4.5subTB 83.3
GLM-5.2subDroid Core
Kimi K3subDroid Core
Kimi K2.7 CodesubDroid Core
Nemotron 3 UltrasubDroid Core
DeepSeek V4 ProsubDroid Core
MiniMax M3subDroid Core
Claude Opus 4.8subPro+ and above
Claude Sonnet 5subPro+ and above
GPT-5.6 SolsubPro and above
GPT-5.6 TerrasubPro and above
GPT-5.6 LunasubPro and above
gpt-5.3-codexsubPro and above
Gemini 3.5 FlashsubPro and above
Claude Fable 5subPro+ and above
Claude Haiku 4.5subPro and above
Kimi K2.7 CodesubPro+ and above
Gemini 3.1 ProsubPro+ and above
Nemotron 3 Ultra$0.501M ctx, 300+ tok/s
Nemotron 3 Super$0.091M ctx, 12B active
Nemotron 3 UltraFREE1,000 credits, no CC
Nemotron 3 SuperFREE1,000 credits, no CC
DeepSeek V4 ProvariesHosted on NIM
glm-5.1variesHosted on NIM
kimi-k2.6variesHosted on NIM
GLM-5.3subNew flagship · Coding Plan
GLM-5.2subPrior gen · MIT weights
glm-5-turbosubFast generation
glm-4.7-flashsubBudget tier
glm-4.5-flashsubFree in DevPack
SWE-1.7FREEPreview to Aug 8 · FC 42.3
SWE-1.7$12.50Cerebras ~1000 tok/s
swe-1.6FREEPrior gen · free on Pro
Claude Opus 4.8subFrontier via Devin
GPT-5.6 SolsubFrontier via Devin
Gemini 3.5 FlashsubMCP #2 via Devin
Muse Spark 1.1$1.25/$4.25MCP Atlas 88.1 leader · 1M ctx
greg-2-ultra$3/$10CrofAI frontier · 229K · ~67 t/s
greg-2-super$1.50/$5CrofAI best balance · 229K · ~89 t/s
greg-1-mini$0.07/$0.15CrofAI mini · 229K
greg-rp$0.10/$0.30CrofAI roleplay · 229K
GLM-5.2$0.15/$0.521M ctx · 50% off list
Kimi K3$2/$8TB 88.3 open · 1M
Kimi K3$1/$4K3 quantized · 1M
Kimi K2.7 Code$0.55/$2.25262K ctx · tools · ~106 t/s
kimi-k2.6$0.50/$1.99262K ctx · vision
DeepSeek V4 Pro$0.35/$0.801M ctx · single-pass
DeepSeek V4 Flash$0.12/$0.211M ctx · batch floor
MiMo v2.5 Pro$0.40/$0.801M ctx · long-horizon
glm-5.1$0.45/$2.15203K ctx · prior GLM
deepseek-v3.2$0.18/$0.35164K ctx · prior gen
qwen3.6-27b$0.20/$1.50262K ctx · vision
qwen3.5-397b-a17b$0.35/$1.75262K ctx · vision
qwen3.5-9b$0.04/$0.15262K ctx · cheap
gemma-4-31b-it$0.10/$0.30262K ctx · vision

Best Price per Model

Cheapest source per model among the providers shown above. Tokens/$ assumes $1 buys 1M output tokens at that provider’s paid rate. Sub is a monthly plan, so it is not comparable to token pricing. BYOK = bring your own key.

ModelZenMuxOpenCode GoOllama CloudNous Portal (via OpenRouter)OpenRouterTogether AIFireworks AIGroqHyperbolicCommand CodeKilo CodeCursorFactoryGitHub CopilotNVIDIA NIMZ.AI DevPackCognition (Devin)Meta Model APICrofAIBestTokens/$
Ring 2.6 1TFREENous Portal (via OpenRouter)
Nemotron 3 UltraFREENVIDIA NIM
Nemotron 3 SuperFREENVIDIA NIM
SWE-1.7FREECognition (Devin)
swe-1.6FREECognition (Devin)
Nemotron 3 Super$0.09NVIDIA NIM11.1M
Gemma 4 12Bsub$0.10Groq10.0M
DeepSeek V4 Flash$0.28$0.28subsub$0.28$0.28$0.14subvariessub$0.12/$0.21Groq7.1M
greg-1-mini$0.07/$0.15CrofAI6.7M
qwen3.5-9b$0.04/$0.15CrofAI6.7M
Agnes 2.0 Flash$0.20ZenMux5.0M
Llama 4 Maverick$0.60-1.79sub$0.27$0.60$0.60$0.27$0.60variesOpenRouter3.7M
MiniMax M3$1.20sub$0.30subvariessubTogether AI3.3M
Step 3.5 Flash$0.30$0.30OpenCode Go3.3M
greg-rp$0.10/$0.30CrofAI3.3M
gemma-4-31b-it$0.10/$0.30CrofAI3.3M
deepseek-v3.2$0.18/$0.35CrofAI2.9M
Nemotron 3 Ultrasubsub$0.50NVIDIA NIM2.0M
GLM-5.2$1.35$4.40subvaries$1.40$1.40subvariessubsub$0.15/$0.52CrofAI1.9M
tencent-hy3$0.53$0.53$0.53ZenMux1.9M
tencent-hy3 (free)$0.53$0.53Nous Portal (via OpenRouter)1.9M
DeepSeek V4 Pro$0.87$0.87sub$0.87$1.74$0.87subvariessubsubvaries$0.35/$0.80CrofAI1.3M
MiMo v2.5 Pro$3.20sub$0.40/$0.80CrofAI1.3M
Kimi K2.7 Code$4$4.00sub$0.95subvariessubsub$0.55/$2.25Together AI1.1M
kimi-k2.6sub$0.95varies$0.50/$1.99Fireworks AI1.1M
DeepSeek V4.5$0.50/$1.10$0.50/$1.10$0.50/$1.10ZenMux909K
Step 3.7 Flash$1.15$1.15ZenMux870K
Qwen3.7 Max$1.29$3.75varies$1.25$1.25$1.25subvariesTogether AI800K
qwen3.6-27b$0.20/$1.50CrofAI667K
qwen3.5-397b-a17b$0.35/$1.75CrofAI571K
Grok Build 0.1$2ZenMux500K
glm-5.1varies$0.45/$2.15CrofAI465K
Ring 2.6 1T$2.50ZenMux400K
ERNIE 5.1$2.65ZenMux377K
Qwen3.7-Plus$3.00subOpenCode Go333K
Kimi K3$1/$4CrofAI250K
Muse Spark 1.1sub$1.25/$4.25Meta Model API235K
Claude Haiku 4.5$5subsubZenMux200K
greg-2-super$1.50/$5CrofAI200K
GPT-5.6 Luna$1/$6subsubvariessubsubsubZenMux167K
Grok 4.6$6$6subZenMux167K
Grok 4.5$6subsubvariessubsubZenMux167K
Qwen3.8 Maxsub$6OpenRouter167K
Kimi K3sub$2/$8CrofAI125K
Gemini 3.5 Flash$9subsubvariessubsubsubsubZenMux111K
Claude Sonnet 5$10subsubvariessubsubsubZenMux100K
gpt-5.3-codex$10subsubsubsubZenMux100K
greg-2-ultra$3/$10CrofAI100K
Gemini 3.1 Pro$12subsubZenMux83K
SWE-1.7$12.50Cognition (Devin)80K
GPT-5.6 Terra$2.50/$15subsubvariessubsubsubZenMux67K
Claude Opus 4.8$25subsubvariessubsubsubsubZenMux40K
GPT-5.6 Sol$30subsubvariessubsubsubsubZenMux33K
Claude Fable 5$50subsubsubZenMux20K
Composer 2.5Cursor-onlysub
Qwen3-Coder-Next~$0.60sub
Fugu Ultrasub
MiMo v2.5 Prosub
Gemini 3.6 Flashsub
GLM-5.3sub
glm-5-turbosub
glm-4.7-flashsub
glm-4.5-flashsub
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