Model comparison
Seed 2.0 Pro vs Gemini Advanced 0514
Seed 2.0 Pro is the stronger model overall, scoring 43.2 to 37.7 on the Noometry Index.
Last verified . 17 shared benchmarks.
ByteDance Seed
GoogleSummary
- They share 17 benchmarks with published results for both. Seed 2.0 Pro scores higher in 7 categories and Gemini Advanced 0514 in 1 category; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Seed 2.0 Pro leads 62.9 to 48.5.
Side by side
| Seed 2.0 Pro | Gemini Advanced 0514 | |
|---|---|---|
| Provider | ByteDance Seed | |
| Noometry Index | 43.2 | 37.7 |
| Released | 2026-02-14 | — |
| Weights | Proprietary | Proprietary |
| Context window | 256K | — |
| Max output | 128K | — |
| Input $ / M tokens | $0.50 | — |
| Output $ / M tokens | $3 | — |
| Results tracked | 20 | 17 |
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Category by category
Coding Seed 2.0 Pro leads
Seed 2.0 Pro: 43.5 (#86), Gemini Advanced 0514: 36.6 (#205)
| Benchmark | Seed 2.0 Pro | Gemini Advanced 0514 |
|---|---|---|
| LMArena Coding | 1472 | 1255 |
Reasoning Too close to call
Seed 2.0 Pro: 24.1 (#165), Gemini Advanced 0514: 24.6 (#160)
| Benchmark | Seed 2.0 Pro | Gemini Advanced 0514 |
|---|---|---|
| LMArena Hard Prompts | 1453 | 1248 |
| NYT Connections (extended) | 28.4% | — |
| Thematic Generalization | 57.1% | — |
Math Seed 2.0 Pro leads
Seed 2.0 Pro: 39.3 (#108), Gemini Advanced 0514: 35.5 (#181)
| Benchmark | Seed 2.0 Pro | Gemini Advanced 0514 |
|---|---|---|
| LMArena Math | 1439 | 1272 |
Knowledge Seed 2.0 Pro leads
Seed 2.0 Pro: 40.2 (#122), Gemini Advanced 0514: 33.3 (#205)
| Benchmark | Seed 2.0 Pro | Gemini Advanced 0514 |
|---|---|---|
| LMArena Expert | 1440 | 1215 |
Multimodal Not comparable
Seed 2.0 Pro: 41.5 (#35), Gemini Advanced 0514: —
| Benchmark | Seed 2.0 Pro | Gemini Advanced 0514 |
|---|---|---|
| LMArena Vision | 1274 | — |
Multilingual Seed 2.0 Pro leads
Seed 2.0 Pro: 54.5 (#39), Gemini Advanced 0514: 42.6 (#192)
| Benchmark | Seed 2.0 Pro | Gemini Advanced 0514 |
|---|---|---|
| LMArena Non-English | 1441 | 1274 |
| LMArena Chinese | 1489 | 1274 |
| LMArena French | 1471 | 1307 |
| LMArena German | 1442 | 1275 |
| LMArena Japanese | 1408 | 1242 |
| LMArena Korean | 1411 | 1232 |
| LMArena Russian | 1449 | 1283 |
| LMArena Spanish | 1460 | 1242 |
Instruction Following Seed 2.0 Pro leads
Seed 2.0 Pro: 74.5 (#91), Gemini Advanced 0514: 66.0 (#212)
| Benchmark | Seed 2.0 Pro | Gemini Advanced 0514 |
|---|---|---|
| LMArena Instruction Following | 1414 | 1253 |
Long Context Seed 2.0 Pro leads
Seed 2.0 Pro: 43.6 (#90), Gemini Advanced 0514: 38.0 (#207)
| Benchmark | Seed 2.0 Pro | Gemini Advanced 0514 |
|---|---|---|
| LMArena Longer Query | 1428 | 1253 |
Writing & Preference Seed 2.0 Pro leads
Seed 2.0 Pro: 62.9 (#69), Gemini Advanced 0514: 48.5 (#200)
| Benchmark | Seed 2.0 Pro | Gemini Advanced 0514 |
|---|---|---|
| LMArena Text | 1448 | 1279 |
| LMArena Creative Writing | 1406 | 1284 |
| LMArena Multi-Turn | 1441 | 1269 |
Frequently asked questions
Is Seed 2.0 Pro better than Gemini Advanced 0514?
Seed 2.0 Pro is the stronger model overall, scoring 43.2 to 37.7 on the Noometry Index.
Is Seed 2.0 Pro or Gemini Advanced 0514 better for coding?
Seed 2.0 Pro scores higher on coding benchmarks: 43.5 versus 36.6 in the Noometry coding category.
How many benchmarks do Seed 2.0 Pro and Gemini Advanced 0514 share?
17 benchmarks have published results for both models. Seed 2.0 Pro has 20 scored results on Noometry and Gemini Advanced 0514 has 17.