Model comparison
DeepSeek LLM 67B vs ERNIE 5.1
ERNIE 5.1 is the stronger model overall, scoring 43.8 to 24.9 on the Noometry Index.
Last verified . 10 shared benchmarks.
Summary
- They share 10 benchmarks with published results for both. DeepSeek LLM 67B scores higher in 0 categories and ERNIE 5.1 in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where ERNIE 5.1 leads 41.9 to 7.0.
- DeepSeek LLM 67B has downloadable open weights; the other is API-only.
Side by side
| DeepSeek LLM 67B | ERNIE 5.1 | |
|---|---|---|
| Provider | DeepSeek | Baidu |
| Noometry Index | 24.9 | 43.8 |
| Released | 2023-11-29 | — |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 15 | 19 |
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Category by category
Coding ERNIE 5.1 leads
DeepSeek LLM 67B: 31.9 (#278), ERNIE 5.1: 44.0 (#76)
| Benchmark | DeepSeek LLM 67B | ERNIE 5.1 |
|---|---|---|
| LMArena Coding | 1096 | 1488 |
Agentic & Tool Use Not comparable
DeepSeek LLM 67B: —, ERNIE 5.1: —
| Benchmark | DeepSeek LLM 67B | ERNIE 5.1 |
|---|---|---|
| LMArena Search | — | 1227 |
Reasoning ERNIE 5.1 leads
DeepSeek LLM 67B: 16.5 (#304), ERNIE 5.1: 21.9 (#211)
| Benchmark | DeepSeek LLM 67B | ERNIE 5.1 |
|---|---|---|
| LMArena Hard Prompts | 1070 | 1481 |
| NYT Connections (extended) | — | 23.4% |
| Chess Puzzles | 0% | — |
| Epoch Capabilities Index | 110.5 | — |
Math ERNIE 5.1 leads
DeepSeek LLM 67B: 8.7 (#324), ERNIE 5.1: 40.3 (#92)
| Benchmark | DeepSeek LLM 67B | ERNIE 5.1 |
|---|---|---|
| LMArena Math | 1108 | 1481 |
| OTIS Mock AIME 2024-2025 | 0.8% | — |
| MATH Level 5 | 6.4% | — |
Knowledge ERNIE 5.1 leads
DeepSeek LLM 67B: 7.0 (#313), ERNIE 5.1: 41.9 (#102)
| Benchmark | DeepSeek LLM 67B | ERNIE 5.1 |
|---|---|---|
| GPQA Diamond | 24.6% | — |
| LMArena Expert | — | 1492 |
Multilingual ERNIE 5.1 leads
DeepSeek LLM 67B: 29.4 (#267), ERNIE 5.1: 55.5 (#29)
| Benchmark | DeepSeek LLM 67B | ERNIE 5.1 |
|---|---|---|
| LMArena Non-English | 1073 | 1454 |
| LMArena Chinese | 1132 | 1508 |
| LMArena French | — | 1488 |
| LMArena German | — | 1470 |
| LMArena Japanese | — | 1422 |
| LMArena Korean | — | 1427 |
| LMArena Russian | — | 1459 |
| LMArena Spanish | — | 1473 |
Instruction Following ERNIE 5.1 leads
DeepSeek LLM 67B: 55.4 (#277), ERNIE 5.1: 76.7 (#37)
| Benchmark | DeepSeek LLM 67B | ERNIE 5.1 |
|---|---|---|
| LMArena Instruction Following | 1079 | 1460 |
Long Context ERNIE 5.1 leads
DeepSeek LLM 67B: 33.1 (#265), ERNIE 5.1: 44.7 (#59)
| Benchmark | DeepSeek LLM 67B | ERNIE 5.1 |
|---|---|---|
| LMArena Longer Query | 1092 | 1462 |
Writing & Preference ERNIE 5.1 leads
DeepSeek LLM 67B: 31.6 (#282), ERNIE 5.1: 65.1 (#52)
| Benchmark | DeepSeek LLM 67B | ERNIE 5.1 |
|---|---|---|
| LMArena Text | 1105 | 1468 |
| LMArena Creative Writing | 1067 | 1441 |
| LMArena Multi-Turn | 1082 | 1471 |
Frequently asked questions
Is DeepSeek LLM 67B better than ERNIE 5.1?
ERNIE 5.1 is the stronger model overall, scoring 43.8 to 24.9 on the Noometry Index.
Is DeepSeek LLM 67B or ERNIE 5.1 better for coding?
ERNIE 5.1 scores higher on coding benchmarks: 44.0 versus 31.9 in the Noometry coding category.
How many benchmarks do DeepSeek LLM 67B and ERNIE 5.1 share?
10 benchmarks have published results for both models. DeepSeek LLM 67B has 15 scored results on Noometry and ERNIE 5.1 has 19.