Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)
This page compares Claude Sonnet 5 (Anthropic) and inclusionAI: Ling-2.6-1T (inclusionai) using the latest snapshots we have as of Aug 17, 2026. inclusionAI: Ling-2.6-1T wins on output price at $0.625/1M. Claude Sonnet 5 has the larger context window (1M tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.
Anthropic
Claude Sonnet 5Anthropic workhorse. Official $2/$10 per 1M tokens made permanent on Aug 10 2026.
inclusionai
inclusionAI: Ling-2.6-1TAuto-discovered from OpenRouter (inclusionai/ling-2.6-1t). Preview until a second source matches.
Instant pairwise benchmark recalculation across 400+ LLMs
Category wins across intelligence, speed, and pricing efficiency.
Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy
Generation throughput and time to first token responsiveness
Cost per million tokens and max context window length
Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.
No shared data
No shared data
$9.38/1M cheaper
Simulate monthly production API costs in USD (US Dollar).
inclusionAI: Ling-2.6-1T is estimated to save $208.00/month ($2,496/year).
Need SWE-bench on both sides.
Lower output list price ($0.625/1M).
Need TTFT on both sides.
Larger window (1M).
Claude Sonnet 5 is the side marked multimodal in the catalog.
| Target Workload | Recommended Pick | Evaluation Rationale |
|---|---|---|
| Repo / coding agents | insufficient data | Need SWE-bench on both sides. |
| High-volume chat | inclusionAI: Ling-2.6-1T | Lower output list price ($0.625/1M). |
| Voice / low-latency UI | insufficient data | Need TTFT on both sides. |
| Long-document RAG | Claude Sonnet 5 | Larger window (1M). |
| Screenshots / vision | Claude Sonnet 5 | Claude Sonnet 5 is the side marked multimodal in the catalog. |
Usually Sonnet 5 vs Opus 5. Coding delta versus output $/1M. The workhorse question.
Aug 10 2026 made the $2/$10 list permanent. Sonnet is the default Claude unless the repo is actually on fire.
Most of Opus 4.5 coding at a mid-tier price. Sonnet 5 replaced it as the buy; 4.5 remains a compare baseline.
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The real PNG is generated at /compare/claude-sonnet-5-vs-ling-2-6-1t/opengraph-image for crawlers.
Verified head-to-head card
