Deterministic multi-model architecture planner: Assign the best-fit model to each role in your stack, monitor drift, track benchmark changes, and calculate blended monthly API costs.
Pre-computed benchmark-optimal stacks across 14 specialized enterprise and developer workloads.
CompareLLM Coding rating first, then price. For CI bots and repo agents that cannot burn Opus prices.
Highest Reasoning rating among models you can self-host or buy as open weights.
TTFT first, among models with measured quality. For support widgets and voice-adjacent loops.
Output tokens per second first, among models with measured quality. For long completions, batch jobs, and agent loops.
Context window and input price for stuffing large corpora.
CompareLLM Agents and Coding ratings for computer-use and multi-step tools.
Multimodal models only, ranked on our rating with latency and price as tie-breakers.
Output price first among models with measured quality.
Our Coding rating first, with no budget cap. For when patch quality matters more than the invoice.
Our Writing rating first for long-form drafts. Price still counts if you generate all day.
Sonnet / Terra / Flash class. Measured quality without Opus or Sol prices.
Our Reasoning rating across all frontier models, with price as a mild tie-breaker.
Raw verified token window first for entire repository ingestion and multi-book analysis.
Models that still clear a high rating bar, sorted so price hurts.
Continue exploring independent model comparisons, hardware fit calculators, and live market movements.
Compare any two models on our category ratings, speed classes and token pricing.
Targeted rankings for Best Coding LLMs, Best Cheap APIs, Shortest Wait, and top-tier models.
Interactive VRAM calculator, quantization levels (FP16, Q8, Q4), KV cache context, and local hardware fit.
Live audit trail of benchmark updates, new model releases, and API price cuts.
Answer 5 quick questions to compute deterministic model recommendations for your use case.
How a CompareLLM rating is computed, what evidence it admits, and how prices and speed classes are recorded.
