Model comparison
GLM-5V-Turbo vs Olmo 3.1 32b Instruct
GLM-5V-Turbo is the stronger model overall, scoring 43.1 to 38.8 on the Noometry Index.
Last verified . 16 shared benchmarks.
Allen Institute for AI (Ai2)Summary
- They share 16 benchmarks with published results for both. GLM-5V-Turbo scores higher in 8 categories and Olmo 3.1 32b Instruct in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where GLM-5V-Turbo leads 62.6 to 50.4.
- Olmo 3.1 32b Instruct has downloadable open weights; the other is API-only.
Side by side
| GLM-5V-Turbo | Olmo 3.1 32b Instruct | |
|---|---|---|
| Provider | Z.ai (Zhipu) | Allen Institute for AI (Ai2) |
| Noometry Index | 43.1 | 38.8 |
| Released | 2026-04-01 | — |
| Weights | Proprietary | Open |
| Context window | 200K | — |
| Max output | 131K | — |
| Input $ / M tokens | $1.20 | — |
| Output $ / M tokens | $4 | — |
| Results tracked | 19 | 16 |
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Category by category
Coding GLM-5V-Turbo leads
GLM-5V-Turbo: 41.8 (#105), Olmo 3.1 32b Instruct: 38.9 (#154)
| Benchmark | GLM-5V-Turbo | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Coding | 1467 | 1346 |
| LMArena WebDev | 1400 | — |
Reasoning GLM-5V-Turbo leads
GLM-5V-Turbo: 28.5 (#87), Olmo 3.1 32b Instruct: 25.4 (#131)
| Benchmark | GLM-5V-Turbo | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1443 | 1322 |
Math GLM-5V-Turbo leads
GLM-5V-Turbo: 36.6 (#109), Olmo 3.1 32b Instruct: 33.6 (#169)
| Benchmark | GLM-5V-Turbo | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Math | 1440 | 1305 |
Knowledge GLM-5V-Turbo leads
GLM-5V-Turbo: 39.9 (#113), Olmo 3.1 32b Instruct: 35.4 (#175)
| Benchmark | GLM-5V-Turbo | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Expert | 1451 | 1307 |
Multimodal Not comparable
GLM-5V-Turbo: 40.1 (#41), Olmo 3.1 32b Instruct: —
| Benchmark | GLM-5V-Turbo | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Vision | 1264 | — |
| LMArena Document | 1416 | — |
Multilingual GLM-5V-Turbo leads
GLM-5V-Turbo: 53.2 (#69), Olmo 3.1 32b Instruct: 42.8 (#185)
| Benchmark | GLM-5V-Turbo | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Non-English | 1420 | 1275 |
| LMArena Chinese | 1488 | 1304 |
| LMArena French | 1443 | 1328 |
| LMArena German | 1422 | 1283 |
| LMArena Korean | 1399 | 1206 |
| LMArena Russian | 1432 | 1268 |
| LMArena Spanish | 1446 | 1337 |
Instruction Following GLM-5V-Turbo leads
GLM-5V-Turbo: 75.1 (#75), Olmo 3.1 32b Instruct: 68.8 (#182)
| Benchmark | GLM-5V-Turbo | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Instruction Following | 1422 | 1298 |
Long Context GLM-5V-Turbo leads
GLM-5V-Turbo: 44.0 (#76), Olmo 3.1 32b Instruct: 39.9 (#161)
| Benchmark | GLM-5V-Turbo | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Longer Query | 1439 | 1312 |
Writing & Preference GLM-5V-Turbo leads
GLM-5V-Turbo: 62.6 (#69), Olmo 3.1 32b Instruct: 50.4 (#179)
| Benchmark | GLM-5V-Turbo | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Text | 1437 | 1311 |
| LMArena Creative Writing | 1414 | 1264 |
| LMArena Multi-Turn | 1432 | 1309 |
Frequently asked questions
Is GLM-5V-Turbo better than Olmo 3.1 32b Instruct?
GLM-5V-Turbo is the stronger model overall, scoring 43.1 to 38.8 on the Noometry Index.
Is GLM-5V-Turbo or Olmo 3.1 32b Instruct better for coding?
GLM-5V-Turbo scores higher on coding benchmarks: 41.8 versus 38.9 in the Noometry coding category.
How many benchmarks do GLM-5V-Turbo and Olmo 3.1 32b Instruct share?
16 benchmarks have published results for both models. GLM-5V-Turbo has 19 scored results on Noometry and Olmo 3.1 32b Instruct has 16.