Lower-Cost LLM Candidates by Scenario
Find cost-effective foundation models tailored for specific production use-cases, from code completion to complex reasoning.
Cheapest for LLM Leaderboard
Frontier general-purpose models. Ranking blends editorial picks, community votes, public-solution adoption, and pricing signals.
Cheapest for Coding
Models for coding agents and IDE assistants. Ranking blends editorial picks, community votes, public-solution adoption, and pricing signals.
Cheapest for Reasoning & Math
Models for math, research, and multi-step logic. Ranking blends editorial picks, community votes, public-solution adoption, and pricing signals.
Cheapest for Agents & Tools
Models for tool use, computer use, and long-horizon automation. Ranking blends editorial picks, community votes, public-solution adoption, and pricing signals.
Cheapest for Vision & Multimodal
Models for vision, documents, and screenshots. Ranking blends editorial picks, community votes, public-solution adoption, and pricing signals.
Cheapest for Writing
Models for long-form drafting, editing, and tone control. Ranking blends editorial picks, community votes, public-solution adoption, and pricing signals.
Cheapest for Translation
Models for mainstream language-pair translation. Ranking blends editorial picks, community votes, public-solution adoption, and pricing signals.
Cheapest for Customer Service
Models for high-volume support and chat. Ranking blends editorial picks, community votes, public-solution adoption, and pricing signals.
Cheapest for Daily Assistant
Models for everyday assistants and chat. Ranking blends editorial picks, community votes, public-solution adoption, and pricing signals.
Cheapest for Creative
Models for brainstorming, stories, and ideation. Ranking blends editorial picks, community votes, public-solution adoption, and pricing signals.
Cheapest for Long Context & RAG
Models for 1M+ context, book-length analysis, codebase indexing, and needle-in-a-haystack retrieval.
Cheapest for High Throughput & Flash
Sub-second TTFT and high-concurrency models under $0.15/1M tokens for real-time APIs and ETL pipelines.
Cheapest for Code Review & Security
Models optimized for AST parsing, security vulnerability detection, diff review, and dependency auditing.
Cheapest for Data Analysis & SQL
Specialized in tabular reasoning, Text-to-SQL, JSON Schema extraction, and automated analytics reports.
Cheapest for Roleplay & Personas
Persona stability, nuanced multi-turn conversational empathy, character depth, and tone adherence.
Cheapest for Finance & Legal
Contract extraction, regulatory compliance, risk assessment, and financial disclosure verification.
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