Cheaper Inference / Pricing history

Find the cheapest time to run each model.

Compare observed market prices with direct provider rates, then identify the hours that have historically delivered the strongest savings.

1d 7d 30d

Model to analyze

Time zone

aion-3.0

Growing confidence

This model averaged 45.0% below comparable direct provider prices across the selected range. Its strongest observed window was 6:00 AM–4:00 AM in UTC.

Last 24 hours

Average saved

45.0%

Last 24 hours

Cheapest time

6:00 AM–4:00 AM

45.0% average savings

Hourly coverage

23/24

23 total observations

Signal quality

Growing

Ready for planning

Typical unit savings$1.35 / 1M input tokens$2.70 / 1M output tokens

Hover a bar for savings per token and observation counts.

Source buckets are UTC; labels are converted to UTC.

Min savings

Showing 98 of 98 models

Confidence shows how much pricing history supports each model's best-time recommendation—not model quality.


deepseek-v4.1-flashDeepSeek	50.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
aion-3.0Aion Labs	45.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
glm-4.5Z.ai	45.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
glm-4.6Z.ai	45.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
glm-4.7Z.ai	45.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
glm-5Z.ai	45.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
glm-5.2Z.ai	45.0%	Collecting data	11/24	11	Early data
deepseek-v4-pro-0813DeepSeek	43.2%	4:00 AM	23/24	23	Growing confidence
glm-5.1Z.ai	42.6%	7:00 PM–4:00 AM	23/24	23	Growing confidence
deepseek-v4-flashDeepSeek	40.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
deepseek-v4-flash-0731DeepSeek	40.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
aion-3.0-miniAion Labs	39.9%	6:00 AM–7:00 AM	23/24	23	Growing confidence
glm-4.5-airZhipu AI	38.9%	1:00 PM–2:00 AM	23/24	23	Growing confidence
claude-fable-5.1Anthropic	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
claude-opus-4.5Anthropic	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
claude-opus-4.6Anthropic	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
claude-opus-4.8-fastAnthropic	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
claude-opus-5Anthropic	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
claude-opus-5.5Anthropic	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
claude-sonnet-4.5Anthropic	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
claude-sonnet-5Anthropic	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
deepseek-v4-proDeepSeek	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
gemini-2.5-flashGoogle	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
gemini-3-flashGoogle	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
gemini-3.1-flash-liteGoogle	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
gemini-3.5-flash-liteGoogle	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
gemini-3.6-flashGoogle	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
gemini-3.8-flashGoogle	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
gemma-3-27b-itGoogle	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
gemma-3-4b-itGoogle	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
glm-4.7-flashZ.ai	35.0%	6:00 AM–4:00 AM	23/24	23	Growing confidence
claude-sonnet-4.6Anthropic	34.9%	11:00 AM–4:00 AM	23/24	23	Growing confidence
claude-haiku-4.5Anthropic	34.8%	3:00 AM–4:00 AM	23/24	23	Growing confidence
gemma-4-26b-a4b-itGoogle	34.5%	4:00 PM–4:00 AM	23/24	23	Growing confidence
claude-fable-5Anthropic	34.4%	7:00 PM–4:00 AM	23/24	23	Growing confidence
claude-opus-4.7Anthropic	34.2%	4:00 PM–4:00 AM	23/24	23	Growing confidence
gemma-3-12b-itGoogle	33.8%	9:00 PM–4:00 AM	23/24	23	Growing confidence
claude-sonnet-5.5Anthropic	33.7%	6:00 AM–4:00 AM	23/24	23	Growing confidence
gemini-3.5-flashGoogle	33.6%	6:00 AM–4:00 AM	23/24	23	Growing confidence
claude-opus-4.8Anthropic	33.0%	3:00 AM–4:00 AM	23/24	23	Growing confidence
claude-opus-5-fastAnthropic	32.3%	3:00 PM–4:00 AM	23/24	23	Growing confidence
gemma-4-31b-itGoogle	29.9%	8:00 PM–4:00 AM	23/24	23	Growing confidence
gemini-3.7-flashGoogle	25.8%	11:00 PM–1:00 AM	23/24	23	Growing confidence
gemini-3.1-proGoogle	22.2%	1:00 PM–6:00 PM	23/24	23	Growing confidence
glm-5.3Z.ai	--	Collecting data	0/24	0	Early data
glm-5.3-flashZ.ai	--	Collecting data	0/24	0	Early data
glm-5.3-primeZ.ai	--	Collecting data	0/24	0	Early data
gpt-4.1-nanoOpenAI	--	Collecting data	0/24	0	Early data
gpt-5-imageOpenAI	--	Collecting data	0/24	0	Early data
gpt-5-miniOpenAI	--	Collecting data	0/24	0	Early data
gpt-5-nanoOpenAI	--	Collecting data	0/24	0	Early data
gpt-5.2-codexOpenAI	--	Collecting data	0/24	0	Early data
gpt-5.4OpenAI	--	Collecting data	0/24	0	Early data
gpt-5.4-miniOpenAI	--	Collecting data	0/24	0	Early data
gpt-5.4-nanoOpenAI	--	Collecting data	0/24	0	Early data
gpt-5.5OpenAI	--	Collecting data	0/24	0	Early data
gpt-5.5-proOpenAI	--	Collecting data	0/24	0	Early data
gpt-5.6-lunaOpenAI	--	Collecting data	0/24	0	Early data
gpt-5.6-solOpenAI	--	Collecting data	0/24	0	Early data
gpt-5.6-terraOpenAI	--	Collecting data	0/24	0	Early data
gpt-6-astraOpenAI	--	Collecting data	0/24	0	Early data
gpt-6-lunaOpenAI	--	Collecting data	0/24	0	Early data
gpt-6-solOpenAI	--	Collecting data	0/24	0	Early data
gpt-6.1-solOpenAI	--	Collecting data	0/24	0	Early data
gpt-image-2OpenAI	--	Collecting data	0/24	0	Early data
gpt-oss-120bOpenAI	--	Collecting data	0/24	0	Early data
grok-4.3xAI	--	Collecting data	0/24	0	Early data
grok-4.5xAI	--	Collecting data	0/24	0	Early data
grok-4.6SpaceXAI	--	Collecting data	0/24	0	Early data
grok-4.7SpaceXAI	--	Collecting data	0/24	0	Early data
grok-imaginexAI	--	Collecting data	0/24	0	Early data
kimi-k2-thinkingMoonshot	--	Collecting data	0/24	0	Early data
kimi-k2.5Moonshot	--	Collecting data	0/24	0	Early data
kimi-k3Moonshot	--	Collecting data	0/24	0	Early data
mimo-v2.6-flashXiaomi	--	Collecting data	0/24	0	Early data
mimo-v2.6-proXiaomi	--	Collecting data	0/24	0	Early data
minimax-m2MiniMax	--	Collecting data	0/24	0	Early data
minimax-m2.1MiniMax	--	Collecting data	0/24	0	Early data
minimax-m2.5MiniMax	--	Collecting data	0/24	0	Early data
minimax-m2.7MiniMax	--	Collecting data	0/24	0	Early data
minimax-m3MiniMax	--	Collecting data	0/24	0	Early data
muse-spark-1.2Meta	--	Collecting data	0/24	0	Early data
nano-bananaGoogle	--	Collecting data	0/24	0	Early data
nano-banana-2Google	--	Collecting data	0/24	0	Early data
nano-banana-proGoogle	--	Collecting data	0/24	0	Early data
qwen3-32bQwen	--	Collecting data	0/24	0	Early data
qwen3-coder-30b-a3b-instructQwen	--	Collecting data	0/24	0	Early data
qwen3-coder-nextQwen	--	Collecting data	0/24	0	Early data
qwen3-next-80b-a3b-instructAlibaba	--	Collecting data	0/24	0	Early data
qwen3-vl-235b-a22b-instructQwen	--	Collecting data	0/24	0	Early data
qwen3.5-35b-a3bAlibaba	--	Collecting data	0/24	0	Early data
qwen3.6-27bAlibaba	--	Collecting data	0/24	0	Early data
qwen3.6-35b-a3bAlibaba	--	Collecting data	0/24	0	Early data
qwen3.8-2.4t-a95bQwen	--	Collecting data	0/24	0	Early data
qwen3.8-27bQwen	--	Collecting data	0/24	0	Early data
qwen3.8-flashQwen	--	Collecting data	0/24	0	Early data
qwen3.8-maxAlibaba	--	Collecting data	0/24	0	Early data
seedance-2.0ByteDance	--	Collecting data	0/24	0	Early data

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