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Picks

Best model for the job. At your budget.

One pick per job per price band, across 1,183 live-priced models. The rule is published below and applied mechanically. No sponsored slots, no hand-placed favourites.

Jobs 6

Bands 3

Checked

Checked 2026-10-15

According to APITariff, the under $1 pick for text generation today is Mistral Nemo from Mistral AI at $0.030 per 1M output tokens.

The picks table

Job by budget
Best model per job, per price bandBands are fixed price ranges · picks re-run on every daily fetch · checked 2026-10-15
Job BudgetStandardPremium
Text generation Chat, drafting, extraction, classification. 568 models · per 1M output tokens Picked by lowest price in the band
under $1 · 200 models Mistral Nemo $0.030 Mistral AI · 131k context
$1 to $10 · 250 models DeepSeek V3.1 Terminus $1.00 DeepSeek · 164k context
$10 and up · 118 models Claude Opus 5.5 (batch) $10.00 Anthropic · 1M context
Long-context text Whole repos, long transcripts, big document sets. 200k tokens of context or more. 323 models · per 1M output tokens Picked by largest context window in the band
under $1 · 93 models Llama 4 Scout $0.300 Meta · 1.3M context
$1 to $10 · 153 models Grok 4.20 $2.50 xAI · 2M context
$10 and up · 77 models GPT-5.6 Sol $10.00 OpenAI · 1.1M context
Image generation One prompt in, one image out. 278 models · per image Picked by lowest price in the band
under $0.03 · 83 models Qwen image 3.0 Pro, input, 1K $0.0025 kie.ai
$0.03 to $0.10 · 164 models dreamina-3.1 $0.030 Replicate
$0.10 and up · 31 models ideogram-character $0.100 Replicate
Video generation Priced by the second of finished video. 285 models · per second Picked by lowest price in the band
$0.06 to $0.20 · 142 models flux-3 $0.060 Replicate
$0.20 and up · 43 models veo-3 $0.200 Replicate
Text to speech Voice output, priced by 1,000 characters of input text. 7 models · per 1k characters Picked by lowest price in the band
under $0.03 · 1 model Chatterbox $0.025 fal.ai
$0.03 to $0.10 · 4 models Elevenlabs Text to Speech, turbo 2.5 $0.030 kie.ai
$0.10 and up · 2 models MiniMax Speech-02 HD $0.100 fal.ai
Music generation One prompt in, one finished track out. 8 models · per track Picked by lowest price in the band
under $0.05 · 3 models music-1.5 $0.030 Replicate
$0.05 to $0.15 · 1 model lyria-3-pro $0.080 Replicate
$0.15 and up · 4 models music-2.5 $0.150 Replicate
Read it like this

Each column is a budget, not a quality tier. The Standard column carries the yellow rule because it is where most production work lands, not because those models are better.

How a pick is made

Same rule every day
  1. Take every live-fetched, non-duplicate model whose billing unit is directly comparable for that job. Different units are never mixed.
  2. Drop every $0 row. A free tier is a trial, not a price.
  3. Split what is left into three fixed price bands. The boundaries are printed in the table and do not move with the data.
  4. Inside a band, pick by the one capability figure the dataset carries. For text that is the largest context window, tie broken by the lower price. For image, video and voice, where no capability figure is published, it is the lowest price.

What this is not

It is not a quality ranking. APITariff measures prices, and a price cannot tell you which model writes better code. Where a pick is made on price alone, the table says so.

Own benchmark scores are being collected now. When they publish, step 4 changes from lowest price to best score per dollar, in this same table, and the change gets a dated entry in the ledger.

Full methodology · Cheapest LLM by output price, all 482 text models ranked

Band boundaries

Fixed, published, unchanged by the data
Price bands per jobA model changes band only when its price moves
JobUnitBudgetStandardPremiumModels
Text generationper 1M output tokens per 1M output tokens under $1$1 to $10$10 and up 568
Long-context textper 1M output tokens per 1M output tokens under $1$1 to $10$10 and up 323
Image generationper image per image under $0.03$0.03 to $0.10$0.10 and up 278
Video generationper second per second under $0.06$0.06 to $0.20$0.20 and up 285
Text to speechper 1k characters per 1k characters under $0.03$0.03 to $0.10$0.10 and up 7
Music generationper track per track under $0.05$0.05 to $0.15$0.15 and up 8