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TokenLensCompare plans

Raw data

Every figure the site computes from, served as JSON: plans, models, platforms, catalogue, leaderboard, assumptions.

Plans

PlanPlatformPrice/moEst. cap/moModelsLast verifiedConfidence
Cursor HobbyCursorFree—(no published cap)
Claude Sonnet 5Claude Opus 5GPT-5.6 SolGemini 3.1 Pro Preview
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
Cursor ProCursor$20—(no published cap)
Claude Sonnet 5Claude Opus 5GPT-5.6 SolGemini 3.1 Pro Preview
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
Cursor Pro PlusCursor$60—(no published cap)
Claude Sonnet 5Claude Opus 5GPT-5.6 SolGemini 3.1 Pro Preview
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
Cursor UltraCursor$200—(no published cap)
Claude Sonnet 5Claude Opus 5GPT-5.6 SolGemini 3.1 Pro Preview
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
Claude ProClaude Code$20—(no published cap)
Claude Fable 5.1Claude Opus 5.5Claude Sonnet 5Claude Haiku 4.5
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
Claude Max 5xClaude Code$100—(no published cap)
Claude Fable 5.1Claude Opus 5.5Claude Sonnet 5Claude Haiku 4.5
2026-09-22partial confidence: partly published, partly inferred
Claude Max 20xClaude Code$200—(no published cap)
Claude Fable 5.1Claude Opus 5.5Claude Sonnet 5Claude Haiku 4.5
2026-09-22partial confidence: partly published, partly inferred
Copilot FreeGitHub CopilotFree—(no published cap)
Claude Sonnet 5GPT-5.6 SolGemini 3.1 Pro Preview
2026-09-22sourced confidence: taken directly from the provider's published figures
Copilot ProGitHub Copilot$103.1M(published $ credit pool ÷ model rate)
Claude Sonnet 5GPT-5.6 SolGemini 3.1 Pro Preview
2026-09-22sourced confidence: taken directly from the provider's published figures
Copilot Pro+GitHub Copilot$3914.6M(published $ credit pool ÷ model rate)
Claude Sonnet 5GPT-5.6 SolGemini 3.1 Pro Preview
2026-09-22sourced confidence: taken directly from the provider's published figures
Copilot MaxGitHub Copilot$10041.7M(published $ credit pool ÷ model rate)
Claude Sonnet 5GPT-5.6 SolGemini 3.1 Pro Preview
2026-09-22sourced confidence: taken directly from the provider's published figures
ChatGPT GoOpenAI Codex$8—(no published cap)
GPT-5.6 SolGPT-5.6 TerraGPT-5.6 LunaGPT-5.3-Codex
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
ChatGPT PlusOpenAI Codex$20—(no published cap)
GPT-6 AstraGPT-5.6 SolGPT-5.6 TerraGPT-5.6 LunaGPT-5.3-Codex
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
ChatGPT Pro 5xOpenAI Codex$100—(no published cap)
GPT-6 AstraGPT-6 Astra ProGPT-5.6 SolGPT-5.6 TerraGPT-5.6 LunaGPT-5.3-Codex
2026-09-22partial confidence: partly published, partly inferred
ChatGPT Pro 20xOpenAI Codex$200—(no published cap)
GPT-6 AstraGPT-6 Astra ProGPT-5.6 SolGPT-5.6 TerraGPT-5.6 LunaGPT-5.3-Codex
2026-09-22partial confidence: partly published, partly inferred
Antigravity FreeGoogle AntigravityFree—(no published cap)
Gemini 3.1 Pro PreviewGemini 3.8 Flash
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
Google AI ProGoogle Antigravity$20—(no published cap)
Gemini 3.1 Pro PreviewGemini 3.8 Flash
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
Google AI Ultra 5xGoogle Antigravity$100—(no published cap)
Gemini 3.1 Pro PreviewGemini 3.8 Flash
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
Google AI Ultra 20xGoogle Antigravity$200—(no published cap)
Gemini 3.1 Pro PreviewGemini 3.8 Flash
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
Devin FreeDevin (Cognition)Free—(no published cap)
Claude Sonnet 5Claude Opus 5GPT-5.6 SolGemini 3.1 Pro Preview
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
Devin ProDevin (Cognition)$20—(no published cap)
Claude Sonnet 5Claude Opus 5GPT-5.6 SolGemini 3.1 Pro Preview
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
Devin MaxDevin (Cognition)$200—(no published cap)
Claude Sonnet 5Claude Opus 5GPT-5.6 SolGemini 3.1 Pro Preview
2026-09-22estimated confidence: inferred from marketing claims, not published numbers
Anthropic APIAnthropic APIpay-per-token—(no published cap)
Claude Fable 5.1Claude Opus 5.5Claude Sonnet 5Claude Haiku 4.5
2026-09-22sourced confidence: taken directly from the provider's published figures
OpenAI APIOpenAI APIpay-per-token—(no published cap)
GPT-6 AstraGPT-6 Astra ProGPT-5.6 SolGPT-5.6 TerraGPT-5.6 LunaGPT-5.3-Codex
2026-09-22sourced confidence: taken directly from the provider's published figures
Google AI APIGoogle AI APIpay-per-token—(no published cap)
Gemini 3.1 Pro PreviewGemini 3.8 Flash
2026-09-22sourced confidence: taken directly from the provider's published figures

Models

Model IDProviderInput / 1MOutput / 1MContext windowVerbosity ×Retry ×
aion-labs/aion-3.5other$3.00$6.00262K——
aion-labs/aion-3.5-miniother$0.70$1.40262K——
aion-labs/aion-2.0other$0.80$1.60131K——
aion-labs/aion-3.0other$3.00$6.00131K——
aion-labs/aion-3.0-miniother$0.70$1.40131K——
aion-labs/aion-rp-llama-3.1-8bother$0.80$1.6033K——
amazon/nova-2-lite-v1other$0.30$2.501.0M——
amazon/nova-lite-v1other$0.06$0.24300K——
amazon/nova-micro-v1other$0.04$0.14128K——
amazon/nova-premier-v1other$2.50$12.501.0M——
amazon/nova-pro-v1other$0.80$3.20300K——
anthropic/claude-fable-5anthropic$10.00$50.001.0M——
anthropic/claude-fable-5.1anthropic$10.00$50.001.0M——
anthropic/claude-haiku-4.5anthropic$1.00$5.00200K——
anthropic/claude-opus-4.1anthropic$15.00$75.00200K——
anthropic/claude-opus-4.5anthropic$5.00$25.00200K——
anthropic/claude-opus-4.6anthropic$5.00$25.001.0M——
anthropic/claude-opus-4.7anthropic$5.00$25.001.0M——
anthropic/claude-opus-4.8anthropic$5.00$25.001.0M——
anthropic/claude-opus-5anthropic$5.00$25.001.0M——
anthropic/claude-opus-5.5anthropic$4.00$20.001.0M——
anthropic/claude-sonnet-4anthropic$3.00$15.00200K——
anthropic/claude-sonnet-4.5anthropic$3.00$15.001.0M——
anthropic/claude-sonnet-4.6anthropic$3.00$15.001.0M——
anthropic/claude-sonnet-5anthropic$2.00$10.001.0M——
anthropic/claude-sonnet-5.5anthropic$2.00$10.001.0M——
arcee-ai/trinity-large-thinkingother$0.25$0.80262K——
openrouter/autoother$-1000000.00$-1000000.002.0M——
openrouter/auto-betaother$-1000000.00$-1000000.002.0M——
baidu/ernie-4.5-vl-424b-a47bother$0.42$1.25123K——
openrouter/bodybuilderother$-1000000.00$-1000000.00128K——
bytedance-seed/seed-1.6other$0.25$2.00262K——
bytedance-seed/seed-1.6-flashother$0.07$0.30262K——
bytedance-seed/seed-2-1-turboother$0.50$2.50262K——
bytedance-seed/seed-2.0-codeother$0.50$3.00262K——
bytedance-seed/seed-2.0-liteother$0.25$2.00262K——
bytedance-seed/seed-2.0-miniother$0.10$0.40262K——
bytedance/ui-tars-1.5-7bother$0.10$0.20128K——
cohere/command-aother$2.50$10.00256K——
cohere/command-a-plusother$0.30$1.50192K——
cohere/command-r-08-2024other$0.15$0.60128K——
cohere/command-r-plus-08-2024other$2.50$10.00128K——
cohere/command-r7b-12-2024other$0.04$0.15128K——
cohere/north-mini-code:freeother$0.00$0.00256K——
deepseek/deepseek-chatother$0.26$1.03164K——
deepseek/deepseek-chat-v3-0324other$0.29$1.14164K——
deepseek/deepseek-chat-v3.1other$0.25$0.95164K——
deepseek/deepseek-v3.1-terminusother$0.30$1.00164K——
deepseek/deepseek-v3.2other$0.28$0.42164K——
deepseek/deepseek-v3.2-expother$0.27$0.41164K——
deepseek/deepseek-v4-flashother$0.14$0.281.0M——
deepseek/deepseek-v4-flash-0731other$0.01$1.281.0M——
deepseek/deepseek-v4-flash-vision-expother$0.22$0.651.0M——
deepseek/deepseek-v4-proother$0.96$1.911.0M——
deepseek/deepseek-v4-pro-0813other$0.66$1.981.0M——
deepseek/deepseek-v4.1-flashother$0.30$1.201.0M——
deepseek/deepseek-r1other$0.70$2.5064K——
deepseek/deepseek-r1-0528other$0.50$2.15164K——
dots-studio/dots-3-note-preview:freeother$0.00$0.00512K——
fireworks/ember-1other$3.00$15.001.0M——
openrouter/freeother$0.00$0.00200K——
google/gemini-2.5-flashgoogle$0.30$2.501.0M——
google/gemini-2.5-flash-litegoogle$0.10$0.401.0M——
google/gemini-2.5-progoogle$1.25$10.001.0M——
google/gemini-2.5-pro-previewgoogle$1.25$10.001.0M——
google/gemini-3-flash-previewgoogle$0.50$3.001.0M——
google/gemini-3.1-flash-litegoogle$0.25$1.501.0M——
google/gemini-3.1-flash-lite-previewgoogle$0.25$1.501.0M——
google/gemini-3.1-pro-previewgoogle$2.00$12.001.0M——
google/gemini-3.1-pro-preview-customtoolsgoogle$2.00$12.001.0M——
google/gemini-3.5-flashgoogle$1.50$9.001.0M——
google/gemini-3.5-flash-litegoogle$0.30$2.501.0M——
google/gemini-3.6-flashgoogle$0.75$3.751.0M——
google/gemini-3.7-flashgoogle$0.75$3.751.0M——
google/gemini-3.8-flashgoogle$0.75$3.751.0M——
google/gemma-2-27b-itgoogle$0.65$0.658K——
google/gemma-3-12b-itgoogle$0.05$0.15131K——
google/gemma-3-27b-itgoogle$0.08$0.45131K——
google/gemma-3-4b-itgoogle$0.05$0.10131K——
google/gemma-4-26b-a4b-itgoogle$0.08$0.26262K——
google/gemma-4-26b-a4b-it:freegoogle$0.00$0.00262K——
google/gemma-4-31b-itgoogle$0.09$0.34262K——
google/gemma-4-31b-it:freegoogle$0.00$0.00262K——
google/lyria-3-clip-previewgoogle$0.00$0.001.0M——
google/lyria-3-pro-previewgoogle$0.00$0.001.0M——
google/gemini-2.5-flash-imagegoogle$0.30$2.5033K——
google/gemini-3.1-flash-image-previewgoogle$0.50$3.0066K——
google/gemini-3.1-flash-imagegoogle$0.50$3.00131K——
google/gemini-3.1-flash-lite-imagegoogle$0.25$1.5066K——
google/gemini-3-pro-image-previewgoogle$2.00$12.0066K——
google/gemini-3-pro-imagegoogle$2.00$12.00131K——
ibm-granite/granite-4.0-h-microother$0.02$0.11131K——
ibm-granite/granite-4.2-8bother$0.06$0.25131K——
inception/mercury-2other$0.25$0.75128K——
inception/mercury-2.5other$0.04$0.15260K——
inclusionai/ling-3.0-flashother$0.02$0.06262K——
inclusionai/ling-3.0-flash-finother$0.06$0.18262K——
inclusionai/ling-3.0-flash-sante:freeother$0.00$0.00262K——
inclusionai/ling-3.0-flash-vlother$0.02$0.06262K——
inference-net/schematron-v2-smallother$0.05$0.23128K——
inference-net/schematron-v2-turboother$0.03$0.15128K——
kwaipilot/kat-coder-pro-v2.5other$0.74$2.96262K——
liquid/lfm-2.5-2.6b:freeother$0.00$0.0066K——
anthracite-org/magnum-v4-72bother$2.50$5.0033K——
mancer/weaverother$0.40$0.758K——
meituan/longcat-2.0other$0.30$1.201.0M——
meta-llama/llama-3.1-70b-instructother$0.40$0.40131K——
meta-llama/llama-3.1-8b-instructother$0.05$0.08131K——
meta-llama/llama-3.2-1b-instructother$0.03$0.2060K——
meta-llama/llama-3.2-3b-instructother$0.05$0.33131K——
meta-llama/llama-3.3-70b-instructother$0.10$0.32131K——
meta-llama/llama-4-maverickother$0.19$0.651.0M——
meta-llama/llama-4-scoutother$0.10$0.301.3M——
meta-llama/llama-guard-4-12bother$0.18$0.18164K——
meta/muse-glimmer-30bother$0.35$1.50131K——
meta/muse-spark-1.1other$1.25$4.251.0M——
meta/muse-spark-1.2other$1.25$4.251.0M——
meta/muse-spark-1.2-contributorother$0.10$0.201.0M——
meta/muse-spark-1.3other$1.25$4.251.0M——
meta/muse-spark-1.3-contributorother$0.10$0.201.0M——
microsoft/phi-4other$0.07$0.1416K——
minimax/minimax-m1other$0.40$2.201.0M——
minimax/minimax-m2other$0.30$1.20205K——
minimax/minimax-m2-herother$0.30$1.2066K——
minimax/minimax-m2.1other$0.30$1.20205K——
minimax/minimax-m2.5other$0.27$1.08205K——
minimax/minimax-m2.7other$0.21$0.84205K——
minimax/minimax-m3other$0.30$1.201.0M——
minimax/minimax-01other$0.20$1.101.0M——
mistralai/mistral-largeother$2.00$6.00128K——
mistralai/mistral-large-2407other$2.00$6.00131K——
mistralai/codestral-2508other$0.30$0.90256K——
mistralai/devstral-2512other$0.40$2.00262K——
mistralai/ministral-14b-2512other$0.20$0.20262K——
mistralai/ministral-3b-2512other$0.10$0.10131K——
mistralai/ministral-8b-2512other$0.15$0.15262K——
mistralai/mistral-large-2512other$0.50$1.50262K——
mistralai/mistral-medium-3other$0.40$2.00131K——
mistralai/mistral-medium-3.1other$0.40$2.00131K——
mistralai/mistral-medium-3-5other$1.50$7.50262K——
mistralai/mistral-nemoother$0.02$0.03131K——
mistralai/mistral-small-24b-instruct-2501other$0.05$0.0833K——
mistralai/mistral-small-3.1-24b-instructother$0.35$0.55128K——
mistralai/mistral-small-3.2-24b-instructother$0.09$0.25256K——
mistralai/mistral-small-2603other$0.15$0.60262K——
mistralai/mixtral-8x22b-instructother$2.00$6.0066K——
mistralai/mistral-sabaother$0.20$0.6033K——
mistralai/voxtral-small-24b-2507other$0.10$0.3033K——
moonshotai/kimi-k2other$0.57$2.30131K——
moonshotai/kimi-k2-0905other$0.60$2.50262K——
moonshotai/kimi-k2-thinkingother$0.60$2.50262K——
moonshotai/kimi-k2.5other$0.45$2.25262K——
moonshotai/kimi-k2.6other$0.65$3.41262K——
moonshotai/kimi-k2.7-codeother$0.67$3.35262K——
moonshotai/kimi-k3other$3.00$15.001.0M——
morph/morph-v3-fastother$0.80$1.2082K——
morph/morph-v3-largeother$0.90$1.90262K——
gryphe/mythomax-l2-13bother$0.08$0.118K——
nex-agi/nex-n2.5-miniother$0.03$0.10262K——
nex-agi/nex-n2.5-proother$0.07$0.25262K——
nousresearch/hermes-3-llama-3.1-405bother$1.00$1.00131K——
nousresearch/hermes-3-llama-3.1-70bother$0.70$0.70131K——
nousresearch/hermes-4-405bother$1.00$3.00131K——
nvidia/nemotron-3-nano-30b-a3bother$0.05$0.20262K——
nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:freeother$0.00$0.00256K——
nvidia/nemotron-3-super-120b-a12bother$0.08$0.45262K——
nvidia/nemotron-3-super-120b-a12b:freeother$0.00$0.00262K——
nvidia/nemotron-3-ultra-550b-a55bother$0.60$2.40262K——
nvidia/nemotron-3-ultra-550b-a55b:freeother$0.00$0.001.0M——
nvidia/nemotron-3.5-content-safetyother$0.20$0.20131K——
nvidia/nemotron-3.5-content-safety:freeother$0.00$0.00128K——
nvidia/nemotron-3.5-lightningother$0.06$0.16262K——
nvidia/nemotron-3.5-lightning:freeother$0.00$0.001.0M——
openai/gpt-audioopenai$2.50$10.00128K——
openai/gpt-audio-miniopenai$0.60$2.40128K——
openai/gpt-chat-latestopenai$5.00$30.00400K——
openai/gpt-3.5-turboopenai$0.50$1.5016K——
openai/gpt-3.5-turbo-0613openai$1.00$2.004K——
openai/gpt-3.5-turbo-16kopenai$3.00$4.0016K——
openai/gpt-3.5-turbo-instructopenai$1.50$2.004K——
openai/gpt-4openai$30.00$60.008K——
openai/gpt-4-turboopenai$10.00$30.00128K——
openai/gpt-4.1openai$2.00$8.001.0M——
openai/gpt-4.1-miniopenai$0.40$1.601.0M——
openai/gpt-4.1-nanoopenai$0.10$0.401.0M——
openai/gpt-4oopenai$2.50$10.00128K——
openai/gpt-4o-2024-05-13openai$5.00$15.00128K——
openai/gpt-4o-2024-08-06openai$2.50$10.00128K——
openai/gpt-4o-2024-11-20openai$2.50$10.00128K——
openai/gpt-4o-miniopenai$0.15$0.60128K——
openai/gpt-4o-mini-2024-07-18openai$0.15$0.60128K——
openai/gpt-5openai$1.25$10.00400K——
openai/gpt-5-imageopenai$10.00$10.00400K——
openai/gpt-5-image-miniopenai$2.50$2.00400K——
openai/gpt-5-miniopenai$0.25$2.00400K——
openai/gpt-5-nanoopenai$0.05$0.40400K——
openai/gpt-5-proopenai$15.00$120.00400K——
openai/gpt-5.1openai$1.25$10.00400K——
openai/gpt-5.1-codexopenai$1.25$10.00400K——
openai/gpt-5.1-codex-maxopenai$1.25$10.00400K——
openai/gpt-5.1-codex-miniopenai$0.25$2.00400K——
openai/gpt-5.2openai$1.75$14.00400K——
openai/gpt-5.2-chatopenai$1.75$14.00128K——
openai/gpt-5.2-proopenai$21.00$168.00400K——
openai/gpt-5.2-codexopenai$1.75$14.00400K——
openai/gpt-5.3-codexopenai$1.75$14.00400K——
openai/gpt-5.4openai$2.50$15.001.1M——
openai/gpt-5.4-image-2openai$8.00$15.00272K——
openai/gpt-5.4-miniopenai$0.75$4.50400K——
openai/gpt-5.4-nanoopenai$0.20$1.25400K——
openai/gpt-5.4-proopenai$30.00$180.001.1M——
openai/gpt-5.5openai$5.00$30.001.1M——
openai/gpt-5.5-proopenai$30.00$180.001.1M——
openai/gpt-5.6-lunaopenai$0.20$1.201.1M——
openai/gpt-5.6-luna-proopenai$0.20$1.201.1M——
openai/gpt-5.6-solopenai$2.00$10.001.1M——
openai/gpt-5.6-sol-proopenai$4.00$20.001.1M——
openai/gpt-5.6-terraopenai$2.00$12.001.1M——
openai/gpt-5.6-terra-proopenai$2.00$12.001.1M——
openai/gpt-6-astraopenai$10.00$50.001.1M——
openai/gpt-6-astra-proopenai$10.00$50.001.1M——
openai/gpt-6-lunaopenai$0.10$0.501.1M——
openai/gpt-6-luna-proopenai$0.10$0.501.1M——
openai/gpt-6-solopenai$2.00$10.001.1M——
openai/gpt-6-sol-proopenai$2.00$10.001.1M——
openai/gpt-6.1-solopenai$2.00$10.001.1M——
openai/gpt-6.1-sol-proopenai$2.00$10.001.1M——
openai/gpt-oss-120bopenai$0.04$0.17131K——
openai/gpt-oss-20bopenai$0.02$0.09131K——
openai/gpt-oss-safeguard-20bopenai$0.07$0.30131K——
openai/o1openai$15.00$60.00200K——
openai/o1-proopenai$150.00$600.00200K——
openai/o3openai$2.00$8.00200K——
openai/o3-miniopenai$1.10$4.40200K——
openai/o3-mini-highopenai$1.10$4.40200K——
openai/o3-proopenai$20.00$80.00200K——
openai/o4-miniopenai$1.10$4.40200K——
openai/o4-mini-highopenai$1.10$4.40200K——
openrouter/fusionother$-1000000.00$-1000000.001.0M——
unbiased/paretoother$2.50$7.50262K——
openrouter/pareto-codeother$-1000000.00$-1000000.002.0M——
perceptron/perceptron-mk1other$0.15$1.5033K——
perceptron/perceptron-mk1.5other$0.15$1.5037K——
perplexity/sonarother$1.00$1.00127K——
perplexity/sonar-deep-researchother$2.00$8.00128K——
perplexity/sonar-proother$3.00$15.00200K——
perplexity/sonar-pro-searchother$3.00$15.00200K——
perplexity/sonar-reasoning-proother$2.00$8.00128K——
poolside/laguna-s-2.1other$0.09$0.181.0M——
poolside/laguna-s-2.1:freeother$0.00$0.00262K——
poolside/laguna-xs-2.1other$0.06$0.12262K——
poolside/laguna-xs-2.1:freeother$0.00$0.00262K——
prism-ml/ternary-bonsai-2-27bother$0.07$0.50262K——
qwen/qwen-plus-2025-07-28other$0.26$0.781.0M——
qwen/qwen-plusother$0.26$0.781.0M——
qwen/qwen-2.5-7b-instructother$0.10$0.2033K——
qwen/qwen2.5-vl-72b-instructother$0.80$1.00128K——
qwen/qwen3-14bother$0.12$0.24131K——
qwen/qwen3-235b-a22bother$0.46$1.82131K——
qwen/qwen3-235b-a22b-2507other$0.09$0.35262K——
qwen/qwen3-235b-a22b-thinking-2507other$0.23$2.30131K——
qwen/qwen3-30b-a3bother$0.13$0.52131K——
qwen/qwen3-30b-a3b-instruct-2507other$0.05$0.19262K——
qwen/qwen3-30b-a3b-thinking-2507other$0.20$2.4082K——
qwen/qwen3-32bother$0.08$0.28131K——
qwen/qwen3-8bother$0.12$0.46131K——
qwen/qwen3-coder-30b-a3b-instructother$0.07$0.28262K——
qwen/qwen3-coderother$0.30$1.00262K——
qwen/qwen3-coder-flashother$0.20$0.971.0M——
qwen/qwen3-coder-nextother$0.12$0.80262K——
qwen/qwen3-coder-plusother$0.65$3.251.0M——
qwen/qwen3-maxother$0.78$3.90262K——
qwen/qwen3-max-thinkingother$0.78$3.90262K——
qwen/qwen3-next-80b-a3b-instructother$0.10$1.10262K——
qwen/qwen3-next-80b-a3b-thinkingother$0.15$1.20262K——
qwen/qwen3-vl-235b-a22b-instructother$0.21$1.90262K——
qwen/qwen3-vl-235b-a22b-thinkingother$0.40$4.00131K——
qwen/qwen3-vl-30b-a3b-instructother$0.15$0.60262K——
qwen/qwen3-vl-30b-a3b-thinkingother$0.20$2.40262K——
qwen/qwen3-vl-32b-instructother$0.10$0.42131K——
qwen/qwen3-vl-8b-instructother$0.12$0.46262K——
qwen/qwen3-vl-8b-thinkingother$0.18$2.10131K——
qwen/qwen3.5-397b-a17bother$0.55$3.50262K——
qwen/qwen3.5-plus-02-15other$0.26$1.561.0M——
qwen/qwen3.5-plus-20260420other$0.30$1.801.0M——
qwen/qwen3.5-122b-a10bother$0.26$2.08262K——
qwen/qwen3.5-27bother$0.20$1.56262K——
qwen/qwen3.5-35b-a3bother$0.16$1.30262K——
qwen/qwen3.5-9bother$0.10$0.15262K——
qwen/qwen3.5-flash-02-23other$0.07$0.261.0M——
qwen/qwen3.6-27bother$0.32$3.20262K——
qwen/qwen3.6-35b-a3bother$0.15$1.00262K——
qwen/qwen3.6-flashother$0.19$1.131.0M——
qwen/qwen3.6-max-previewother$1.03$6.16262K——
qwen/qwen3.6-plusother$0.33$1.951.0M——
qwen/qwen3.7-flashother$0.03$0.131.0M——
qwen/qwen3.7-maxother$1.48$4.421.0M——
qwen/qwen3.7-plusother$0.32$1.281.0M——
qwen/qwen3.8-2.4t-a95bother$2.00$6.001.0M——
qwen/qwen3.8-27bother$0.42$3.001.0M——
qwen/qwen3.8-27b:freeother$0.00$0.00262K——
qwen/qwen3.8-flashother$0.15$0.471.0M——
qwen/qwen3.8-max-0902other$2.00$6.001.0M——
qwen/qwen3.8-max-primeother$4.00$12.001.0M——
qwen/qwen3.8-omni-flashother$0.15$0.471.0M——
qwen/qwen-2.5-72b-instructother$0.36$0.4033K——
qwen/qwen-2.5-coder-32b-instructother$0.66$1.0033K——
rekaai/reka-edgeother$0.10$0.1016K——
rekaai/reka-flash-3other$0.10$0.2066K——
relace/relace-apply-3other$0.85$1.25256K——
relace/relace-searchother$1.00$3.00256K——
undi95/remm-slerp-l2-13bother$0.35$0.656K——
sakana/fugu-maxother$2.00$6.001.0M——
sakana/fugu-ultraother$5.00$30.001.0M——
sakana/fugu-ultra-v2other$5.00$30.001.0M——
sakana/sakana-namazuother$0.95$4.00262K——
sao10k/l3-lunaris-8bother$0.04$0.058K——
sao10k/l3.1-euryale-70bother$0.85$0.85131K——
sao10k/l3.3-euryale-70bother$0.65$0.75131K——
stealth/space-bunny-alphaother$0.00$0.001.0M——
x-ai/grok-4.20other$1.25$2.502.0M——
x-ai/grok-4.20-multi-agentother$1.25$2.502.0M——
x-ai/grok-4.3other$1.25$2.501.0M——
x-ai/grok-4.5other$2.00$6.00500K——
x-ai/grok-4.6other$2.00$6.00500K——
x-ai/grok-4.7other$2.00$6.00500K——
x-ai/grok-build-0.1other$1.00$2.00256K——
stepfun/step-3.5-flashother$0.10$0.30262K——
stepfun/step-3.7-flashother$0.20$1.15262K——
tencent/hunyuan-a13b-instructother$0.14$0.57131K——
tencent/hy-mt2-1.8bother$0.04$0.188K——
tencent/hy-mt2-30b-a3bother$0.07$0.298K——
tencent/hy-mt2-7bother$0.07$0.298K——
tencent/hy3other$0.13$0.53262K——
tencent/hy3-previewother$0.18$0.60262K——
tencent/hy4-previewother$0.83$2.501.0M——
thedrummer/cydonia-24b-v4.1other$0.30$0.50131K——
thedrummer/skyfall-36b-v2other$0.55$0.8033K——
thedrummer/unslopnemo-12bother$0.40$0.401.0M——
thinkingmachines/inklingother$1.00$4.05524K——
thinkingmachines/inkling:freeother$0.00$0.001.0M——
thinkingmachines/inkling-smallother$0.45$1.20524K——
thinkingmachines/inkling-small:freeother$0.00$0.001.0M——
typesafe/jev-routerother$-1000000.00$-1000000.001.0M——
upstage/solar-mini4other$0.05$0.20524K——
upstage/solar-pro-3other$0.15$0.60131K——
upstage/solar-pro4other$0.09$0.36524K——
cognitivecomputations/dolphin-mistral-24b-venice-editionother$0.20$0.90128K——
microsoft/wizardlm-2-8x22bother$0.62$0.6266K——
writer/palmyra-x5other$0.60$6.001.0M——
xiaomi/mimo-v2.5other$0.14$0.281.1M——
xiaomi/mimo-v2.5-proother$0.43$0.871.1M——
xiaomi/mimo-v2.6-flashother$0.14$0.281.0M——
xiaomi/mimo-v2.6-proother$0.43$0.871.1M——
xiaomi/mimo-v2.6-pro-ultraspeedother$4.35$8.701.0M——
z-ai/glm-4.5other$0.60$2.20131K——
z-ai/glm-4.5-airother$0.13$0.85131K——
z-ai/glm-4.5vother$0.60$1.8066K——
z-ai/glm-4.6other$0.43$1.75205K——
z-ai/glm-4.6vother$0.30$0.90131K——
z-ai/glm-4.7other$0.60$2.20205K——
z-ai/glm-4.7-flashother$0.06$0.40200K——
z-ai/glm-5other$0.60$1.92205K——
z-ai/glm-5-turboother$1.20$4.00203K——
z-ai/glm-5.1other$1.40$4.40205K——
z-ai/glm-5.2other$0.25$3.991.0M——
z-ai/glm-5.3other$1.40$4.401.0M——
z-ai/glm-5.3-flashother$0.15$0.501.0M——
z-ai/glm-5.3-flashxother$0.37$1.251.0M——
z-ai/glm-5.3-primeother$2.80$8.801.0M——
z-ai/glm-5v-turboother$1.20$4.00203K——

DHE Benchmarks

BenchmarkDescriptionInput tokensOutput tokensHuman work
dhe_light_debugFix a small bug with minimal context; includes quick diagnosis + patch + unit test.25K15K60 min
dhe_feature_mediumImplement a medium feature across multiple files with validation and tests.80K60K60 min
dhe_refactor_largeRefactor multiple modules with structure changes and regression tests.180K120K60 min
dhe_long_context_reviewReview a large codebase slice (long context) and propose changes with patch notes.220K70K60 min

Default assumptions

default_days_per_month22
default_hours_per_day3
default_tokens_per_hour120000
default_output_ratio0.35
currency_displayUSD