Model Detail
Claude Sonnet 4.6
Perfect messaging score and strong external benchmark presence suggest a very solid general-purpose model.
Safe strong all-rounder
- Rank
- #1 of 13
- Source
- Messaging benchmark + external canon
- Run date
01 · Benchmark score 100/100
02 · Source Messaging benchmark + external canon
03 · Role Safe strong all-rounder
Per-suite breakdown
Scorecard
Operator board #1
100/100 operator score
Messaging 100/100
Messaging Tool Planning v2
External canon 79.6 SWE-bench
Public benchmark references
Cost $9.00/M blended
Strong all-rounder, needs full internal operator-suite run.
Strengths
- Perfect messaging benchmark score
- Strong external coding benchmarks
- Good likely all-round fit
Weaknesses
- Still missing hard operator-suite run in this recovered data set
Perfect messaging score and strong external benchmark presence suggest a very solid general-purpose model.
Comparison
OperatorIndex Where Claude Sonnet 4.6 lands
- 01 Gemini 3.1 ProMessaging benchmark + external canon 100
- 01 Claude Sonnet 4.6Messaging benchmark + external canon 100
- 01 Gemini FlashMessaging benchmark canon 100
- 04 Claude Opus 4.6Operator Suite v2 95.3
- 05 GLM-5-TurboOperator Suite v2 95
- 06 Gemma 4 31BEnterprise Ollama 92
- 07 MiniMax M2.7Operator Suite v2 90.8
- 08 GPT-5.4External benchmark canon 88
- 09 Gemma 4 26BEnterprise Ollama 80
- 10 PrismML Bonsai 1.7BPrismML local benchmark 56
- 11 Qwen 3.6 27B NVFP4Enterprise oMLX 40
- 11 Qwen 3.6 27B MXFP4Enterprise oMLX 40
- 13 Qwen 3.6 27B 4bitEnterprise oMLX 20
Source artifacts
Raw machine-readable files for anyone who wants to dig deeper or run their own analysis.
- internal artifact memory/model-benchmark-reference.md