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.

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Showing 186 plan options

Capacity estimates use model allowances. Check plan pools and time windows for your usage. View methodology
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Jev↗Command GOAT
5.7B——
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Jev 1.14.0↗Command GOAT
5.7B——
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Muse Spark 1.2 Contributor↗OpenCode GoScores from Muse Spark 1.2
2.2B27.172.2
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Muse Spark 1.3 Contributor↗OpenCode GoScores from Muse Spark 1.3
2.2B28.676.3
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MiMo V2.5↗OpenCode Go
1.6B15.256.8
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1.6B——
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1.2B——
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1.2B——
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Qwen 3.7 Flash↗Command GOAT
1.1B——
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GLM-5.3 Flash↗Command GOAT
1.0B9.071.5
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923.1M10.669.1
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800.0M——
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Tencent Hy3↗Command GOAT
785.0M6.658.8
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GLM-5.3-Flash↗OpenCode Go
757.9M9.071.5
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Muse Spark 1.2 Contributor↗Command GOATScores from Muse Spark 1.2
750.0M27.172.2
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Muse Spark 1.3 Contributor↗Command GOATScores from Muse Spark 1.3
750.0M28.676.3
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Hy3↗OpenCode Go
672.9M6.658.8
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Ling 3.1 Flash↗Command GOAT
666.7M——
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MiMo V2.6 Flash↗Command GOAT
535.7M——
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LongCat-2.0↗OpenCode Go
461.5M3.545.3
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Qwen3.8 Flash↗OpenCode Go
461.5M——
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Step 3.5 Flash↗Command GOAT
406.8M——
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LongCat 2.0↗Command GOAT
384.6M3.545.3
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342.9M——
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GPT-6 Luna↗Command GOAT
342.9M——
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MiniMax M3↗OpenCode Go
342.9M3.358.6
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307.7M10.065.0
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307.7M——
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Qwen 3.8 Flash↗Command GOAT
303.8M——
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Qwen3.7 Plus↗OpenCode Go
300.0M2.855.9
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MiniMax M3↗Command GOAT
268.6M3.358.6
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266.7M——
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266.7M——
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257.1M——
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GPT 6 Luna↗OpenCode Go
257.1M——
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Ornith 1.5 122B↗Command GOAT
240.0M——
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Qwen 3.8 27B↗Command GOAT
221.1M2.268.1
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218.2M——
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MiMo V2.6 Pro↗Command GOAT
179.0M——
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DeepSeek V4 Flash Fast↗Command GOATScores from DeepSeek V4 Flash (latest)
155.8M5.469.1
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GPT-5.6 Luna↗Command GOAT
150.0M5.471.4
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Qwen 3.7 Plus↗Command GOAT
141.4M2.455.9
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Step 3.7 Flash↗Command GOAT
137.1M2.739.6
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MiMo V2.5-Pro↗OpenCode Go
134.2M5.460.2
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MiMo-V2.6-Pro↗OpenCode Go
134.2M——
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MiniMax M2.5↗Command GOAT
133.3M——
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MiniMax M2.7↗Command GOAT
114.3M3.052.6
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GPT 5.6 Luna↗OpenCode Go
112.5M5.471.4
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Kimi K2.7 Code↗Command GOAT
105.1M1.160.8
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105.1M1.160.8
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GLM-5.3 FlashX↗Command GOAT
101.3M——
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GLM-5.2↗Command GOAT
100.0M1.068.8
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Hy4 preview↗OpenCode Go
95.9M——
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Inkling Small↗Command GOAT
88.9M2.452.9
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Qwen 3.6 Plus↗Command GOAT
88.0M1.554.5
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GLM-5.2↗OpenCode Go
85.7M1.068.8
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83.9M2.968.8
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63.9M——
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62.9M2.968.8
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57.1M1.449.3
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Step 5 Preview↗Command GOAT
57.1M——
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Kimi K2.5↗Command GOAT
52.2M1.246.8
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45.7M0.976.1
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45.7M0.976.3
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GLM-5↗Command GOAT
38.7M——
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38.3M——
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Kimi K2.6↗Command GOAT
36.6M1.161.8
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Inkling↗Command GOAT
35.5M0.952.1
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Mistral Large 4↗Command GOAT
34.6M——
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Muse Spark 1.2↗Command GOAT
34.3M1.272.2
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Muse Spark 1.3↗Command GOAT
34.3M1.376.3
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Muse Spark Open↗Command GOAT
34.3M——
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GLM-5.1↗Command GOAT
28.6M0.855.8
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GLM-5.3↗Command GOAT
28.6M1.174.8
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Qwen 3.7 Max↗Command GOAT
26.4M0.566.0
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Qwen 3.8 Max↗Command GOAT
22.8M0.871.8
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22.8M0.871.8
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GLM-5.3↗OpenCode Go
21.4M1.174.8
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20.5M——
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Grok 4.5↗Command GOAT
18.5M0.772.4
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Grok 4.6↗Command GOAT
18.5M0.776.8
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Grok 4.7↗Command GOAT
18.5M——
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Kimi K2.7 Code HighSpeed↗Command GOATScores from Kimi K2.7 Code
17.5M0.560.8
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Qwen3.8 Max↗OpenCode Go
17.1M0.871.8
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13.8M——
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Grok 4.7↗OpenCode Go
13.8M——
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GLM-5.2 Fast↗Command GOATScores from GLM-5.2
13.1M0.568.8
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Kimi K3↗Command GOAT
11.4M0.476.2
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11.4M——
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9.2M——
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8.9M——
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Kimi K3↗OpenCode Go
8.6M0.476.2
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GPT-5.6 Sol↗Command GOAT
6.0M0.277.4
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Beam 1.0↗Command GOAT · Free
———
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Glyph Cluster↗Command GOAT · Free
———
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Laguna S 2.1↗Command GOAT · Free
———
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Beam Free↗OpenCode Go · Free
———
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LongCat 2.5 Preview Free↗OpenCode Go · Free
———
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Beam Free↗OpenCode Zen · Free
———
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Big Pickle↗OpenCode Zen · Free
———
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Claude Fable 5↗OpenCode Zen
Pay as you go0.176.5
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Pay as you go0.281.6
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Pay as you go——
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Pay as you go——
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Claude Opus 4.5↗OpenCode Zen
Pay as you go——
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Claude Opus 4.6↗OpenCode Zen
Pay as you go——
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Claude Opus 4.7↗OpenCode Zen
Pay as you go0.373.6
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Claude Opus 4.8↗OpenCode Zen
Pay as you go0.374.3
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Claude Opus 5↗OpenCode Zen
Pay as you go0.378.0
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Claude Opus 5.5↗OpenCode Zen
Pay as you go——
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Pay as you go——
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Pay as you go——
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Claude Sonnet 5↗OpenCode Zen
Pay as you go0.671.5
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Pay as you go——
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DeepSeek V4 Pro↗OpenCode Zen
Pay as you go1.268.8
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Pay as you go——
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DeepSeek V4.1 Flash Free↗OpenCode Zen · Free
———
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Exo Free↗OpenCode Zen · Free
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Flint 40B Free↗OpenCode Zen · Free
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Gemini 3 Flash↗OpenCode Zen
Pay as you go——
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Gemini 3.1 Pro↗OpenCode Zen
Pay as you go——
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Pay as you go0.770.1
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Pay as you go1.949.3
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Pay as you go0.869.2
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Pay as you go0.976.1
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Pay as you go0.976.3
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Gemini 4 Argon↗OpenCode Zen
Pay as you go——
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GLM 5↗OpenCode Zen
Pay as you go——
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GLM 5.1↗OpenCode Zen
Pay as you go0.855.8
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GLM 5.2↗OpenCode Zen
Pay as you go1.068.8
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GLM 5.3↗OpenCode Zen
Pay as you go1.174.8
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GLM 5.3 Flash↗OpenCode Zen
Pay as you go9.071.5
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GLM-5.3-Flash Free↗OpenCode Zen · Free
———
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GPT 5↗OpenCode Zen
Pay as you go0.437.8
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GPT 5 Codex↗OpenCode Zen
Pay as you go——
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GPT 5 Nano↗OpenCode Zen
Pay as you go——
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GPT 5.1↗OpenCode Zen
Pay as you go0.649.4
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GPT 5.1 Codex↗OpenCode Zen
Pay as you go——
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Pay as you go——
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Pay as you go——
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GPT 5.2↗OpenCode Zen
Pay as you go——
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GPT 5.2 Codex↗OpenCode Zen
Pay as you go——
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GPT 5.3 Codex↗OpenCode Zen
Pay as you go——
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Pay as you go——
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GPT 5.4↗OpenCode Zen
Pay as you go0.471.1
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GPT 5.4 Mini↗OpenCode Zen
Pay as you go1.156.1
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GPT 5.4 Nano↗OpenCode Zen
Pay as you go4.156.1
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GPT 5.4 Pro↗OpenCode Zen
Pay as you go——
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GPT 5.5↗OpenCode Zen
Pay as you go0.274.9
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GPT 5.5 Pro↗OpenCode Zen
Pay as you go——
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GPT 5.6 Luna↗OpenCode Zen
Pay as you go5.471.4
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GPT 5.6 Sol↗OpenCode Zen
Pay as you go0.377.4
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GPT 5.6 Terra↗OpenCode Zen
Pay as you go0.676.7
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GPT 6 Astra↗OpenCode Zen
Pay as you go0.176.9
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GPT 6 Luna↗OpenCode Zen
Pay as you go——
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GPT 6 Sol↗OpenCode Zen
Pay as you go——
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GPT 6.1 Sol↗OpenCode Zen
Pay as you go——
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Grok 4.5↗OpenCode Zen
Pay as you go0.872.4
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Grok 4.6↗OpenCode Zen
Pay as you go0.776.8
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Grok 4.7↗OpenCode Zen
Pay as you go——
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Grok Build 0.1↗OpenCode Zen
Pay as you go——
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Jev 1.13↗OpenCode Zen
Pay as you go——
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Jev 1.13 Free↗OpenCode Zen · Free
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Kimi K2.5↗OpenCode Zen
Pay as you go1.246.8
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Kimi K2.6↗OpenCode Zen
Pay as you go1.161.8
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Kimi K2.7 Code↗OpenCode Zen
Pay as you go1.160.8
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Kimi K3↗OpenCode Zen
Pay as you go0.476.2
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LongCat 2.5 Preview Free↗OpenCode Zen · Free
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MiMo-V2.5 Free↗OpenCode Zen · FreeScores from MiMo V2.5
——56.8
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MiMo-V2.6-Flash Free↗OpenCode Zen · Free
———
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MiniMax M2.5↗OpenCode Zen
Pay as you go——
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MiniMax M2.7↗OpenCode Zen
Pay as you go3.052.6
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MiniMax M3↗OpenCode Zen
Pay as you go3.358.6
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Mistral Large 4↗OpenCode Zen
Pay as you go——
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Muse Spark 1.2↗OpenCode Zen
Pay as you go1.272.2
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Muse Spark 1.3↗OpenCode Zen
Pay as you go1.376.3
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Muse Wonder 1.0↗OpenCode Zen
Pay as you go——
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Nemotron 3 Ultra Free↗OpenCode Zen · FreeScores from Nemotron 3 Ultra
——49.3
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Nemotron 3.5 Lightning Free↗OpenCode Zen · FreeScores from Nemotron 3.5 Lightning
——26.8
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Nemotron 3.5 Super VL Free↗OpenCode Zen · Free
———
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Qwen3.5 Plus↗OpenCode Zen
Pay as you go——
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Qwen3.6 Plus↗OpenCode Zen
Pay as you go1.654.5
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Qwen3.7 Max↗OpenCode Zen
Pay as you go0.566.0
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Qwen3.7 Plus↗OpenCode Zen
Pay as you go2.855.9
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Qwen3.8 Flash↗OpenCode Zen
Pay as you go——
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Qwen3.8 Max↗OpenCode Zen
Pay as you go0.871.8
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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.