MetaBudget
Llama 4 Scout
Best low-cost long-context alternative.
- Best for
- Affordable long-context workflows
- Speed
- Fast
- Input cost
- $0.50/1M
- Context
- 512k tokens
The cheapest AI model in this directory by API cost is Llama 4 Scout. The best cheap AI for most teams is still Gemini 2.5 Flash, because it gives better overall value.
Use Llama 4 Scout if raw lowest price is the only goal. Use Gemini 2.5 Flash if you want the best mix of price, speed, and practical usefulness.
Gemini 2.5 Flash is the better cheap recommendation because it avoids the false economy of low token cost plus mediocre output.
Llama 4 Scout is the cheapest by list price in this dataset.
Gemini 2.5 Flash is the best cheap default for most people.
The lowest price is not the same thing as the best value.
Use the absolute cheapest model for internal, review-heavy, low-stakes tasks.
Use Gemini 2.5 Flash when the work still needs to be broadly useful.
Use task-specific cheap models when your volume is concentrated in one workflow, like coding or writing.
This comparison focuses on the models most likely to answer this search intent well, not every model in the directory.
Best low-cost long-context alternative.
Best cheap AI for broad day-to-day work.
Best flexible option for teams that want room to customize.
Best low-cost writing option for fast-moving content teams.
Best budget-focused coding specialist.
The fastest way to see where the recommendation shifts when your priority changes.
Best low-cost long-context alternative.
Best cheap AI for broad day-to-day work.
Best flexible option for teams that want room to customize.
Best low-cost writing option for fast-moving content teams.
Best budget-focused coding specialist.
Excellent value for prompt-heavy workflows
Fast enough for UI integrations and rapid iteration
Versatile across drafting, support, and lightweight analysis
Not as sharp as premium models on hard reasoning
May need more validation on nuanced or technical tasks
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Useful if you care about ranking shifts, pricing changes, or a better recommendation appearing in this decision path.
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Llama 4 Scout is the cheapest model in this directory by combined input and output cost.
Gemini 2.5 Flash is the best cheap general-purpose AI in this directory because it stays fast, useful, and affordable at scale.
Codestral 25.01 is the best cheap coding specialist in this directory when low-cost engineering throughput matters most.
Claude 4 Haiku is the best low-cost writing option in this directory for fast drafts, edits, and support-style content workflows.
No. If poor output causes rework or mistakes, a slightly more expensive model can be the cheaper operational decision.