Model comparison
Claude Instant vs GLM-4.6V
GLM-4.6V has enough public results to be ranked (#133); Claude Instant does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
Summary
- The widest gap is in reasoning, where GLM-4.6V leads 26.5 to 18.8.
- GLM-4.6V has downloadable open weights; the other is API-only.
Side by side
| Claude Instant | GLM-4.6V | |
|---|---|---|
| Provider | Anthropic | Z.ai (Zhipu) |
| Noometry Index | 28.8 | 40.9 |
| Released | 2023-08-09 | 2025-12-08 |
| Weights | Proprietary | Open |
| Context window | — | 128K |
| Max output | — | 33K |
| Input $ / M tokens | — | $0.30 |
| Output $ / M tokens | — | $0.90 |
| Results tracked | 7 | 12 |
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Category by category
Coding Not comparable
Claude Instant: —, GLM-4.6V: 40.2 (#128)
| Benchmark | Claude Instant | GLM-4.6V |
|---|---|---|
| LMArena Coding | — | 1390 |
| HumanEval+ | 50.6% | — |
Reasoning GLM-4.6V leads
Claude Instant: 18.8, GLM-4.6V: 26.5 (#117)
| Benchmark | Claude Instant | GLM-4.6V |
|---|---|---|
| LMArena Hard Prompts | — | 1368 |
| DTBench | 45.8% | — |
| Epoch Capabilities Index | 120.2 | — |
Math Not comparable
Claude Instant: —, GLM-4.6V: —
| Benchmark | Claude Instant | GLM-4.6V |
|---|---|---|
| GSM8K | 86.7% | — |
Knowledge Not comparable
Claude Instant: —, GLM-4.6V: 37.4 (#148)
| Benchmark | Claude Instant | GLM-4.6V |
|---|---|---|
| LMArena Expert | — | 1372 |
| ARC (AI2) Challenge | 86.3% | — |
| MMLU | 73.4% | — |
| TriviaQA | 78.9% | — |
Multimodal Not comparable
Claude Instant: —, GLM-4.6V: 34.2 (#83)
| Benchmark | Claude Instant | GLM-4.6V |
|---|---|---|
| LMArena Vision | — | 1164 |
Multilingual Not comparable
Claude Instant: —, GLM-4.6V: 48.8 (#135)
| Benchmark | Claude Instant | GLM-4.6V |
|---|---|---|
| LMArena Non-English | — | 1359 |
| LMArena Chinese | — | 1426 |
| LMArena Russian | — | 1341 |
Instruction Following Not comparable
Claude Instant: —, GLM-4.6V: 71.6 (#145)
| Benchmark | Claude Instant | GLM-4.6V |
|---|---|---|
| LMArena Instruction Following | — | 1351 |
Long Context Not comparable
Claude Instant: —, GLM-4.6V: 41.3 (#138)
| Benchmark | Claude Instant | GLM-4.6V |
|---|---|---|
| LMArena Longer Query | — | 1358 |
Writing & Preference Not comparable
Claude Instant: —, GLM-4.6V: 56.8 (#132)
| Benchmark | Claude Instant | GLM-4.6V |
|---|---|---|
| LMArena Text | — | 1377 |
| LMArena Creative Writing | — | 1347 |
| LMArena Multi-Turn | — | 1359 |
Frequently asked questions
Is Claude Instant better than GLM-4.6V?
GLM-4.6V has enough public results to be ranked (#133); Claude Instant does not yet, so treat this comparison as directional.
How many benchmarks do Claude Instant and GLM-4.6V share?
0 benchmarks have published results for both models. Claude Instant has 7 scored results on Noometry and GLM-4.6V has 12.