Model comparison
Claude Sonnet 5.5 vs Phi 3 Medium 4k Instruct
Claude Sonnet 5.5 is the stronger model overall, scoring 60.5 to 32.4 on the Noometry Index.
Last verified . 0 shared benchmarks.
MicrosoftSummary
- The widest gap is in math, where Claude Sonnet 5.5 leads 88.7 to 30.9.
- Phi 3 Medium 4k Instruct has downloadable open weights; the other is API-only.
Side by side
| Claude Sonnet 5.5 | Phi 3 Medium 4k Instruct | |
|---|---|---|
| Provider | Anthropic | Microsoft |
| Noometry Index | 60.5 | 32.4 |
| Released | 2026-09-28 | — |
| Weights | Proprietary | Open |
| Context window | 1M | — |
| Max output | 128K | — |
| Input $ / M tokens | $2 | — |
| Output $ / M tokens | $10 | — |
| Results tracked | 16 | 17 |
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Category by category
Coding Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 65.5 (#6), Phi 3 Medium 4k Instruct: 32.3 (#263)
| Benchmark | Claude Sonnet 5.5 | Phi 3 Medium 4k Instruct |
|---|---|---|
| FrontierCode | 52.1% | — |
| CursorBench | 55.5% | — |
| LMArena WebDev | 1699 | — |
| FrontierSWE | 61.9% | — |
| SciCode | 61% | — |
| LMArena Coding | — | 1130 |
| ALE-Bench | 1,819 | — |
Agentic & Tool Use Not comparable
Claude Sonnet 5.5: 44.9 (#14), Phi 3 Medium 4k Instruct: —
| Benchmark | Claude Sonnet 5.5 | Phi 3 Medium 4k Instruct |
|---|---|---|
| APEX-Agents | 75.5% | — |
Reasoning Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 52.4 (#29), Phi 3 Medium 4k Instruct: 20.8 (#214)
| Benchmark | Claude Sonnet 5.5 | Phi 3 Medium 4k Instruct |
|---|---|---|
| CritPt | 31.4% | — |
| LMArena Hard Prompts | — | 1127 |
| Mystery Game Puzzles | 65% | — |
Math Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 88.7 (#4), Phi 3 Medium 4k Instruct: 30.9 (#202)
| Benchmark | Claude Sonnet 5.5 | Phi 3 Medium 4k Instruct |
|---|---|---|
| FrontierMath (Tiers 1-3) | 88.8% | — |
| FrontierMath Tier 4 | 80.5% | — |
| OTIS Mock AIME 2024-2025 | 100% | — |
| ProofBench | 100% | — |
| LMArena Math | — | 1173 |
Knowledge Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 66.0 (#11), Phi 3 Medium 4k Instruct: 29.6 (#226)
| Benchmark | Claude Sonnet 5.5 | Phi 3 Medium 4k Instruct |
|---|---|---|
| GPQA Diamond | 95.6% | — |
| SimpleQA Verified | 46.5% | — |
| LMArena Expert | — | 1108 |
Multimodal Not comparable
Claude Sonnet 5.5: 53.2 (#5), Phi 3 Medium 4k Instruct: —
| Benchmark | Claude Sonnet 5.5 | Phi 3 Medium 4k Instruct |
|---|---|---|
| Furniture Assembly | 75% | — |
Multilingual Not comparable
Claude Sonnet 5.5: —, Phi 3 Medium 4k Instruct: 30.8 (#258)
| Benchmark | Claude Sonnet 5.5 | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Non-English | — | 1094 |
| LMArena Chinese | — | 1108 |
| LMArena French | — | 1109 |
| LMArena German | — | 1101 |
| LMArena Japanese | — | 1042 |
| LMArena Korean | — | 954 |
| LMArena Russian | — | 1145 |
| LMArena Spanish | — | 1095 |
Instruction Following Not comparable
Claude Sonnet 5.5: —, Phi 3 Medium 4k Instruct: 57.8 (#263)
| Benchmark | Claude Sonnet 5.5 | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Instruction Following | — | 1114 |
Long Context Not comparable
Claude Sonnet 5.5: —, Phi 3 Medium 4k Instruct: 33.9 (#250)
| Benchmark | Claude Sonnet 5.5 | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Longer Query | — | 1120 |
Writing & Preference Not comparable
Claude Sonnet 5.5: —, Phi 3 Medium 4k Instruct: 34.3 (#267)
| Benchmark | Claude Sonnet 5.5 | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Text | — | 1138 |
| LMArena Creative Writing | — | 1106 |
| LMArena Multi-Turn | — | 1088 |
Frequently asked questions
Is Claude Sonnet 5.5 better than Phi 3 Medium 4k Instruct?
Claude Sonnet 5.5 is the stronger model overall, scoring 60.5 to 32.4 on the Noometry Index.
Is Claude Sonnet 5.5 or Phi 3 Medium 4k Instruct better for coding?
Claude Sonnet 5.5 scores higher on coding benchmarks: 65.5 versus 32.3 in the Noometry coding category.
How many benchmarks do Claude Sonnet 5.5 and Phi 3 Medium 4k Instruct share?
0 benchmarks have published results for both models. Claude Sonnet 5.5 has 16 scored results on Noometry and Phi 3 Medium 4k Instruct has 17.