Model comparison
Granite 4.1 8b vs Sonar
Sonar is the stronger model overall, scoring 37.8 to 36.8 on the Noometry Index.
Last verified . 0 shared benchmarks.
PerplexitySummary
- The widest gap is in coding, where Sonar leads 35.1 to 29.9.
- Granite 4.1 8b has downloadable open weights; the other is API-only.
Side by side
| Granite 4.1 8b | Sonar | |
|---|---|---|
| Provider | IBM | Perplexity |
| Noometry Index | 36.8 | 37.8 |
| Released | — | 2024-01-01 |
| Weights | Open | Proprietary |
| Context window | — | 128K |
| Max output | — | 4K |
| Input $ / M tokens | — | $1 |
| Output $ / M tokens | — | $1 |
| Results tracked | 13 | 7 |
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Category by category
Coding Sonar leads
Granite 4.1 8b: 29.9 (#291), Sonar: 35.1 (#217)
| Benchmark | Granite 4.1 8b | Sonar |
|---|---|---|
| LMArena WebDev | 1190 | — |
| LiveBench Coding | — | 35.1% |
| LMArena Coding | 1313 | — |
Reasoning Granite 4.1 8b leads
Granite 4.1 8b: 24.6 (#142), Sonar: 20.3 (#221)
| Benchmark | Granite 4.1 8b | Sonar |
|---|---|---|
| LiveBench Reasoning | — | 46.3% |
| LMArena Hard Prompts | 1294 | — |
| LiveBench Data Analysis | — | 37.9% |
| LiveBench | — | 46.9% |
Math Granite 4.1 8b leads
Granite 4.1 8b: 33.8 (#167), Sonar: 31.3 (#197)
| Benchmark | Granite 4.1 8b | Sonar |
|---|---|---|
| LiveBench Math | — | 41.6% |
| LMArena Math | 1311 | — |
Knowledge Not comparable
Granite 4.1 8b: 35.5 (#171), Sonar: —
| Benchmark | Granite 4.1 8b | Sonar |
|---|---|---|
| LMArena Expert | 1310 | — |
Multilingual Not comparable
Granite 4.1 8b: 41.8 (#199), Sonar: —
| Benchmark | Granite 4.1 8b | Sonar |
|---|---|---|
| LMArena Non-English | 1261 | — |
| LMArena Chinese | 1335 | — |
| LMArena Russian | 1238 | — |
Instruction Following Sonar leads
Granite 4.1 8b: 67.0 (#198), Sonar: 71.5 (#146)
| Benchmark | Granite 4.1 8b | Sonar |
|---|---|---|
| LiveBench Instruction Following | — | 76.2% |
| LMArena Instruction Following | 1268 | — |
Long Context Not comparable
Granite 4.1 8b: 38.7 (#188), Sonar: —
| Benchmark | Granite 4.1 8b | Sonar |
|---|---|---|
| LMArena Longer Query | 1275 | — |
Writing & Preference Sonar leads
Granite 4.1 8b: 48.3 (#199), Sonar: 52.6 (#166)
| Benchmark | Granite 4.1 8b | Sonar |
|---|---|---|
| LMArena Text | 1291 | — |
| LMArena Creative Writing | 1249 | — |
| LMArena Multi-Turn | 1269 | — |
| LiveBench Language | — | 44.1% |
Frequently asked questions
Is Granite 4.1 8b better than Sonar?
Sonar is the stronger model overall, scoring 37.8 to 36.8 on the Noometry Index.
Is Granite 4.1 8b or Sonar better for coding?
Sonar scores higher on coding benchmarks: 35.1 versus 29.9 in the Noometry coding category.
How many benchmarks do Granite 4.1 8b and Sonar share?
0 benchmarks have published results for both models. Granite 4.1 8b has 13 scored results on Noometry and Sonar has 7.