Model comparison
Claude 3 Haiku vs Sonar
Sonar is the stronger model overall, scoring 38.5 to 25.9 on the Noometry Index.
Last verified . 0 shared benchmarks.
PerplexitySummary
- The widest gap is in math, where Sonar leads 33.7 to 9.8.
Side by side
| Claude 3 Haiku | Sonar | |
|---|---|---|
| Provider | Anthropic | Perplexity |
| Noometry Index | 25.9 | 38.5 |
| Released | 2024-03-07 | 2024-01-01 |
| Weights | Proprietary | Proprietary |
| Context window | — | 128K |
| Max output | — | 4K |
| Input $ / M tokens | — | $1 |
| Output $ / M tokens | — | $1 |
| Results tracked | 37 | 7 |
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Category by category
Coding Sonar leads
Claude 3 Haiku: 26.4 (#325), Sonar: 35.7 (#221)
| Benchmark | Claude 3 Haiku | Sonar |
|---|---|---|
| WeirdML | 9.8% | — |
| BigCodeBench Instruct | 39.4% | — |
| LiveBench Coding | — | 35.1% |
| LMArena Coding | 1199 | — |
| BigCodeBench Complete | 50.1% | — |
| CadEval | 12% | — |
| HumanEval+ | 68.9% | — |
| MBPP+ | 68.8% | — |
Reasoning Sonar leads
Claude 3 Haiku: 16.3 (#307), Sonar: 21.1 (#227)
| Benchmark | Claude 3 Haiku | Sonar |
|---|---|---|
| Kagi LLM Benchmark | 34.2% | — |
| LiveBench Reasoning | — | 46.3% |
| LMArena Hard Prompts | 1174 | — |
| DTBench | 50.1% | — |
| LiveBench Data Analysis | — | 37.9% |
| LMCA | 8.8% | — |
| Epoch Capabilities Index | 118.35 | — |
| ForecastBench | 53.2 | — |
| LiveBench | — | 46.9% |
| WinoGrande | 74.2% | — |
Math Sonar leads
Claude 3 Haiku: 9.8 (#319), Sonar: 33.7 (#200)
| Benchmark | Claude 3 Haiku | Sonar |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 1.8% | — |
| LiveBench Math | — | 41.6% |
| LMArena Math | 1188 | — |
| MATH Level 5 | 14.9% | — |
Knowledge Not comparable
Claude 3 Haiku: 17.3 (#285), Sonar: —
| Benchmark | Claude 3 Haiku | Sonar |
|---|---|---|
| GPQA Diamond | 36.3% | — |
| Confabulations | 34.2% | — |
| LMArena Expert | 1148 | — |
| MMLU | 73.8% | — |
Multimodal Not comparable
Claude 3 Haiku: 23.6 (#128), Sonar: —
| Benchmark | Claude 3 Haiku | Sonar |
|---|---|---|
| LMArena Vision | 950 | — |
| ScienceQA | 72% | — |
Multilingual Not comparable
Claude 3 Haiku: 36.0 (#243), Sonar: —
| Benchmark | Claude 3 Haiku | Sonar |
|---|---|---|
| LMArena Non-English | 1178 | — |
| LMArena Chinese | 1155 | — |
| LMArena French | 1195 | — |
| LMArena German | 1174 | — |
| LMArena Japanese | 1102 | — |
| LMArena Korean | 1109 | — |
| LMArena Russian | 1204 | — |
| LMArena Spanish | 1166 | — |
Instruction Following Sonar leads
Claude 3 Haiku: 61.3 (#247), Sonar: 71.4 (#150)
| Benchmark | Claude 3 Haiku | Sonar |
|---|---|---|
| LiveBench Instruction Following | — | 76.2% |
| LMArena Instruction Following | 1173 | — |
Long Context Not comparable
Claude 3 Haiku: 36.1 (#237), Sonar: —
| Benchmark | Claude 3 Haiku | Sonar |
|---|---|---|
| LMArena Longer Query | 1190 | — |
Writing & Preference Sonar leads
Claude 3 Haiku: 29.7 (#291), Sonar: 52.6 (#167)
| Benchmark | Claude 3 Haiku | Sonar |
|---|---|---|
| LMArena Text | 1195 | — |
| LMArena Creative Writing | 1157 | — |
| EQ-Bench Creative Writing | 717 | — |
| LMArena Multi-Turn | 1190 | — |
| LiveBench Language | — | 44.1% |
Frequently asked questions
Is Claude 3 Haiku better than Sonar?
Sonar is the stronger model overall, scoring 38.5 to 25.9 on the Noometry Index.
Is Claude 3 Haiku or Sonar better for coding?
Sonar scores higher on coding benchmarks: 35.7 versus 26.4 in the Noometry coding category.
How many benchmarks do Claude 3 Haiku and Sonar share?
0 benchmarks have published results for both models. Claude 3 Haiku has 37 scored results on Noometry and Sonar has 7.