SXF/AI
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COMPARE ENGINE V2

Compare AI Models: Pricing, Context, Specs & Capabilities

Compare AI models across verified pricing, context windows, output limits, reasoning controls, modalities and capabilities. Build side-by-side comparisons across OpenAI, Anthropic, Google, xAI and Meta, then explore curated deep comparisons backed by source-linked model data.

No synthetic winner score. Missing prices stay missing. Every factual field is tied to a verified source.

33curated comparisons
100models in builder
21providers
35independently evaluated models

INTERACTIVE BUILDER

Put any two models side by side.

Choose models and workload assumptions. The browser calculates from the same public catalog used to render SXF pricing pages.

Client-side · no thin URLs
VS
Example workloads Illustrative assumptions, not measured benchmarks.
Estimates exclude taxes, tool calls and platform fees.

Loading verified decision data…

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High-value decisions.

Curated · indexable · source-backed
Frontier reasoningOpenAI · Anthropic

GPT-6 Astra vs Claude Fable 5.1

Compare two top-end models on verified API economics, long-context rules, reasoning controls, coding and agent workflows.

GPT-6 Astra: $10.00/$50.00 · 1.05M | Claude Fable 5.1: $10.00/$50.00 · 1MOpen comparison ↗
Coding · agents · multimodalOpenAI · Google

GPT-6 Sol vs Gemini 3.8 Flash

Compare production-oriented models on token economics, 1M+ context, reasoning controls and multimodal input.

GPT-6 Sol: $2.00/$10.00 · 1.05M | Gemini 3.8 Flash: $0.75/$3.75 · 1.05MOpen comparison ↗
Agentic coding · economicsAnthropic · Google

Claude Opus 5.5 vs Gemini 3.8 Flash

Compare verified pricing, cache economics, multimodal inputs, reasoning controls and deployment tradeoffs.

Claude Opus 5.5: $4.00/$20.00 · 1M | Gemini 3.8 Flash: $0.75/$3.75 · 1.05MOpen comparison ↗

COMPARISON LIBRARY

33 decisions worth a dedicated page.

These URLs are intentionally curated. The builder above handles the long tail without flooding search engines with near-duplicate pages.

33published matchups

WHY THIS ENGINE IS DIFFERENT

Specifications, economics and history share one source of truth.

Many model directories stop at a leaderboard or a price table. SXF connects current provider facts to dated pricing rules and an append-only change ledger, so a comparison can explain what is known, what changed and what remains unverified.

01

Primary-source facts

Core model fields come from official provider documentation stored with provenance.

02

Dated economics

Scheduled price changes and long-context multipliers are applied from the catalog, not hand-entered into each page.

03

Explicit unknowns

Missing output caps or direct paid prices remain unpublished rather than becoming synthetic zeros.

04

Change-aware

Dedicated comparison pages include the same model change ledger used by reference pages.

DATA LAYER

Canonical model database↗Curated comparison registry↗Append-only model history↗Pricing database & calculator↗

COMPARE FAQ

Can I compare any two models?

Yes. The interactive builder works across every model in the canonical SXF database. Curated indexable pages are limited to high-intent matchups so the site does not create thin SEO pages.

What facts come from official sources?

Context windows, output policies, modalities, reasoning controls, pricing availability and provider-published Standard token rates come from the model catalog and its official-source provenance.

Does SXF rank models by intelligence?

No synthetic intelligence score is generated from specifications. Benchmark or quality claims require explicit evaluation evidence; the comparison engine focuses on auditable facts and deployment economics.

How are missing prices handled?

If a provider does not publish a directly comparable Standard paid token rate, SXF shows the pricing state as unavailable and excludes that model from direct token-cost arithmetic rather than substituting partner pricing.