What do 1,000 chats cost?
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Assume each chat sends 1,000 input tokens and gets 500 output tokens back, so 1,000 chats = 1M input + 0.5M output tokens. gpt-6-luna: 1 x $0.10 + 0.5 x $0.50 = $0.35. Claude Haiku 5.5: 1 x $0.10 + 0.5 x $0.50 = $0.35. gemini-2.5-flash-lite: 1 x $0.10 + 0.5 x $0.40 = $0.30. gpt-5-nano: 1 x $0.05 + 0.5 x $0.40 = $0.25. DeepSeek Flash: 1 x $0.30 + 0.5 x $1.20 = $0.90 at peak, $0.45 off-peak. For comparison, Claude Sonnet 5.5 or gpt-6.1-sol: 1 x $2 + 0.5 x $10 = $7.00. Standard list prices, before caching, batch discounts or OpenRouter's credit fee.
Is DeepSeek the cheapest LLM API?
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Not on fresh prompts. DeepSeek Flash (served by V4.1 Flash) is $0.30 per 1M input and $1.20 per 1M output at peak, and half that off-peak, which is more than gpt-6-luna or Claude Haiku 5.5. It gets very cheap when your prompts repeat: cache-hit input is $0.006 per 1M at peak and $0.003 off-peak. Peak hours are 01:00-04:00 and 06:00-10:00 UTC on weekdays.
Is there a free LLM API?
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The Gemini API has a free tier on its Flash and Flash-Lite models. OpenRouter has free models capped at 20 requests per minute and 50 per day, rising to 1,000 per day once you've bought at least $10 of credits. For no API bill at all, run open models on your own machine with Ollama.
When should I use OpenRouter instead of going direct?
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When you want to try or switch between models from several providers with one key and one bill. OpenRouter charges the provider's list price and takes a 5.5% fee when you buy credits. If you've settled on one model, going direct to that provider skips the fee.
Do cheap models cost more with long prompts?
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Some do. Claude Haiku 5.5 rises from $0.10 / $0.50 to $0.50 / $2.50 per 1M tokens for prompts over 100K tokens. OpenAI's gpt-6-luna rises to $0.20 / $0.75 above 272K tokens. Keep prompts short and you stay on the low rate.
How can I cut the bill further?
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Use the batch APIs for work that doesn't need an instant answer: Anthropic and OpenAI both list batch at half price (gpt-6-luna is $0.05 / $0.25 in batch). Cache repeated prompts: cached input is $0.01 per 1M on both gpt-6-luna and Claude Haiku 5.5. Then use the stack cost calculator to see what your AI usage adds to your monthly bill.