THE COMPARISON DESK

How many tokens can each model use?

One workload: compare model capacity, cost and benchmark scores.

Current comparison
Same workload · 12,000 tokens/request · 83% cache read

Higher CP means more Coding score for the same cost.

More options

Workload basis

Comparison mode

Filters

Edit the four-part token mix +

View data

Mobile view

Showing 145 plan options

Capacity estimates use model allowances. Check plan pools and time windows for your usage. View methodology
SelectNext
Muse Spark 1.2 ContributorOpenCode GoScores from Muse Spark 1.2
2.2B27.172.2Calculate ↗
Muse Spark 1.3 ContributorOpenCode GoScores from Muse Spark 1.3
2.2B28.676.3Calculate ↗
MiMo V2.5OpenCode Go
1.6B15.256.8Calculate ↗
Qwen 3.7 FlashCommand GOAT
1.1BCalculate ↗
Omen AlphaOpenCode Go
952.4MCalculate ↗
MiMo V2.5Command GOAT
803.6M15.256.8Calculate ↗
Tencent Hy3Command GOAT
785.0M6.658.8Calculate ↗
757.9M8.769.1Calculate ↗
Muse Spark 1.2 ContributorCommand GOATScores from Muse Spark 1.2
750.0M27.172.2Calculate ↗
Muse Spark 1.3 ContributorCommand GOATScores from Muse Spark 1.3
750.0M28.676.3Calculate ↗
Hy3OpenCode Go
672.9M6.658.8Calculate ↗
GLM-5.3 FlashCommand GOAT
505.3M9.071.5Calculate ↗
LongCat-2.0OpenCode Go
461.5M3.545.3Calculate ↗
Qwen3.8 FlashOpenCode Go
461.5MCalculate ↗
Step 3.5 FlashCommand GOAT
400.0MCalculate ↗
378.9M8.769.1Calculate ↗
MiniMax M2.5OpenCode Go
342.9MCalculate ↗
MiniMax M2.7OpenCode Go
342.9M3.052.6Calculate ↗
MiniMax M3OpenCode Go
342.9M3.358.6Calculate ↗
Qwen 3.8 FlashCommand GOAT
303.8MCalculate ↗
Qwen3.7 PlusOpenCode Go
300.0M2.855.9Calculate ↗
MiniMax M3Command GOAT
268.6M3.358.6Calculate ↗
252.6M8.265.0Calculate ↗
Qwen 3.8 27BCommand GOAT
221.1M2.268.1Calculate ↗
189.5M8.265.0Calculate ↗
GLM-5.3-FlashOpenCode Go
189.5M9.071.5Calculate ↗
Qwen3.6 PlusOpenCode Go
180.0M1.654.5Calculate ↗
MiMo V2.5 ProCommand GOAT
179.0M5.460.2Calculate ↗
DeepSeek V4 Flash FastCommand GOATScores from DeepSeek V4 Flash
155.8M5.469.1Calculate ↗
GPT-5.6 LunaCommand GOAT
150.0M5.471.4Calculate ↗
Qwen 3.7 PlusCommand GOAT
141.4M2.455.9Calculate ↗
Step 3.7 FlashCommand GOAT
137.1M2.739.6Calculate ↗
MiMo V2.5-ProOpenCode Go
134.2M5.460.2Calculate ↗
MiniMax M2.5Command GOAT
133.3MCalculate ↗
MiniMax M2.7Command GOAT
114.3M3.052.6Calculate ↗
GPT 5.6 LunaOpenCode Go
112.5M5.471.4Calculate ↗
Kimi K2.6OpenCode Go
109.9M1.161.8Calculate ↗
Kimi K2.7 CodeCommand GOAT
105.1M1.160.8Calculate ↗
105.1M1.160.8Calculate ↗
GLM-5.2Command GOAT
100.0M1.068.8Calculate ↗
Hy4 previewOpenCode Go
95.9MCalculate ↗
Inkling SmallCommand GOAT
88.9M2.452.9Calculate ↗
Qwen 3.6 PlusCommand GOAT
88.0M1.554.5Calculate ↗
GLM-5.1OpenCode Go
85.7M0.855.8Calculate ↗
GLM-5.2OpenCode Go
85.7M1.068.8Calculate ↗
83.9M2.968.8Calculate ↗
63.9MCalculate ↗
62.9M2.968.8Calculate ↗
57.1M1.449.3Calculate ↗
Kimi K2.5Command GOAT
52.2M1.246.8Calculate ↗
45.7M0.976.1Calculate ↗
45.7M0.976.3Calculate ↗
GLM-5Command GOAT
38.7MCalculate ↗
Kimi K2.6Command GOAT
36.6M1.161.8Calculate ↗
InklingCommand GOAT
35.5M0.952.1Calculate ↗
Muse Spark 1.2Command GOAT
34.3M1.272.2Calculate ↗
Muse Spark 1.3Command GOAT
34.3M1.376.3Calculate ↗
GLM-5.1Command GOAT
28.6M0.855.8Calculate ↗
GLM-5.3Command GOAT
28.6M1.174.8Calculate ↗
Qwen 3.7 MaxCommand GOAT
26.4M0.566.0Calculate ↗
Qwen3.7 MaxOpenCode Go
24.0M0.566.0Calculate ↗
Qwen 3.8 MaxCommand GOAT
22.8M0.871.8Calculate ↗
22.8M0.871.8Calculate ↗
GLM-5.3OpenCode Go
21.4M1.174.8Calculate ↗
GPT-5.6 SolCommand GOAT
21.0M0.277.4Calculate ↗
20.5MCalculate ↗
Grok 4.5Command GOAT
18.5M0.772.4Calculate ↗
Grok 4.6Command GOAT
18.5M0.776.8Calculate ↗
Kimi K2.7 Code HighSpeedCommand GOATScores from Kimi K2.7 Code
17.5M0.560.8Calculate ↗
Qwen3.8 MaxOpenCode Go
17.1M0.871.8Calculate ↗
Grok 4.6OpenCode Go
13.8M0.776.8Calculate ↗
GLM-5.2 FastCommand GOATScores from GLM-5.2
13.1M0.568.8Calculate ↗
Kimi K3Command GOAT
11.4M0.476.2Calculate ↗
Kimi K3OpenCode Go
8.6M0.476.2Calculate ↗
Laguna S 2.1Command GOAT · Free
Calculate ↗
LongCat 2.0Command GOAT · Free
45.3Calculate ↗
Big PickleOpenCode Zen · Free
Calculate ↗
Claude Fable 5OpenCode Zen
Pay as you go0.176.5Calculate ↗
Pay as you go0.281.6Calculate ↗
Pay as you goCalculate ↗
Claude Opus 4.5OpenCode Zen
Pay as you goCalculate ↗
Claude Opus 4.6OpenCode Zen
Pay as you goCalculate ↗
Claude Opus 4.7OpenCode Zen
Pay as you go0.373.6Calculate ↗
Claude Opus 4.8OpenCode Zen
Pay as you go0.374.3Calculate ↗
Claude Opus 5OpenCode Zen
Pay as you go0.378.0Calculate ↗
Pay as you goCalculate ↗
Pay as you goCalculate ↗
Claude Sonnet 5OpenCode Zen
Pay as you go0.671.5Calculate ↗
Pay as you go11.869.1Calculate ↗
Pay as you go11.165.0Calculate ↗
DeepSeek V4 ProOpenCode Zen
Pay as you go1.268.8Calculate ↗
Gemini 3 FlashOpenCode Zen
Pay as you goCalculate ↗
Gemini 3.1 ProOpenCode Zen
Pay as you goCalculate ↗
Pay as you go0.770.1Calculate ↗
Pay as you go1.949.3Calculate ↗
Pay as you go0.869.2Calculate ↗
Pay as you go0.976.1Calculate ↗
Pay as you go0.976.3Calculate ↗
GLM 5OpenCode Zen
Pay as you goCalculate ↗
GLM 5.1OpenCode Zen
Pay as you go0.855.8Calculate ↗
GLM 5.2OpenCode Zen
Pay as you go1.068.8Calculate ↗
GLM 5.3OpenCode Zen
Pay as you go1.174.8Calculate ↗
GLM 5.3 FlashOpenCode Zen
Pay as you go9.071.5Calculate ↗
GPT 5OpenCode Zen
Pay as you go0.437.8Calculate ↗
GPT 5 CodexOpenCode Zen
Pay as you goCalculate ↗
GPT 5 NanoOpenCode Zen
Pay as you goCalculate ↗
GPT 5.1OpenCode Zen
Pay as you go0.649.4Calculate ↗
GPT 5.1 CodexOpenCode Zen
Pay as you goCalculate ↗
Pay as you goCalculate ↗
Pay as you goCalculate ↗
GPT 5.2OpenCode Zen
Pay as you goCalculate ↗
GPT 5.2 CodexOpenCode Zen
Pay as you goCalculate ↗
GPT 5.3 CodexOpenCode Zen
Pay as you goCalculate ↗
Pay as you goCalculate ↗
GPT 5.4OpenCode Zen
Pay as you go0.471.1Calculate ↗
GPT 5.4 MiniOpenCode Zen
Pay as you go1.156.1Calculate ↗
GPT 5.4 NanoOpenCode Zen
Pay as you go4.156.1Calculate ↗
GPT 5.4 ProOpenCode Zen
Pay as you goCalculate ↗
GPT 5.5OpenCode Zen
Pay as you go0.274.9Calculate ↗
GPT 5.5 ProOpenCode Zen
Pay as you goCalculate ↗
GPT 5.6 LunaOpenCode Zen
Pay as you go5.471.4Calculate ↗
GPT 5.6 SolOpenCode Zen
Pay as you go0.777.4Calculate ↗
GPT 5.6 TerraOpenCode Zen
Pay as you go0.676.7Calculate ↗
GPT 6 AstraOpenCode Zen
Pay as you go0.176.9Calculate ↗
Grok 4.5OpenCode Zen
Pay as you go0.872.4Calculate ↗
Grok 4.6OpenCode Zen
Pay as you go0.776.8Calculate ↗
Grok Build 0.1OpenCode Zen
Pay as you goCalculate ↗
Kimi K2.5OpenCode Zen
Pay as you go1.246.8Calculate ↗
Kimi K2.6OpenCode Zen
Pay as you go1.161.8Calculate ↗
Kimi K2.7 CodeOpenCode Zen
Pay as you go1.160.8Calculate ↗
Kimi K3OpenCode Zen
Pay as you go0.476.2Calculate ↗
Ling 3.0 Flash Fin FreeOpenCode Zen · Free
Calculate ↗
MiMo-V2.5 FreeOpenCode Zen · FreeScores from MiMo V2.5
56.8Calculate ↗
MiniMax M2.5OpenCode Zen
Pay as you goCalculate ↗
MiniMax M2.7OpenCode Zen
Pay as you go3.052.6Calculate ↗
MiniMax M3OpenCode Zen
Pay as you go3.358.6Calculate ↗
Muse Spark 1.2OpenCode Zen
Pay as you go1.272.2Calculate ↗
Muse Spark 1.3OpenCode Zen
Pay as you go1.376.3Calculate ↗
Muse Spark 1.3 Contributor FreeOpenCode Zen · FreeScores from Muse Spark 1.3
76.3Calculate ↗
Nemotron 3 Ultra FreeOpenCode Zen · FreeScores from Nemotron 3 Ultra
49.3Calculate ↗
Nemotron 3.5 Lightning FreeOpenCode Zen · FreeScores from Nemotron 3.5 Lightning
26.8Calculate ↗
Qwen3.5 PlusOpenCode Zen
Pay as you goCalculate ↗
Qwen3.6 PlusOpenCode Zen
Pay as you go1.654.5Calculate ↗
Qwen3.7 MaxOpenCode Zen
Pay as you go0.566.0Calculate ↗
Qwen3.7 PlusOpenCode Zen
Pay as you go2.855.9Calculate ↗

Compare your shortlist

Same workload · 12,000 tokens / request

Metric
Estimated capacity / month
CP value
coding
Model monthly allowance
Cost per 1M equivalent tokens
Input / 1M
Cache read / 1M
Output / 1M
Cache write / 1M
intelligence
agentic

Capacity uses model allowances; plan pools and time windows also apply.