Claude Sonnet 5 vs GLM 5V Turbo
Claude Sonnet 5 leads GLM 5V Turbo on the Artificial Analysis Intelligence Index, 38.2 to 23.5, and GLM 5V Turbo costs 2.5x less per output token ($4.00 vs $10.00 per million). Updated October 21, 2026; 60 benchmarks have a result for both.
Claude Sonnet 5 or GLM 5V Turbo: which to pick
Only Claude Sonnet 5 has a coding score, 57.7 on the Vibe Coding Index; GLM 5V Turbo has none, so the two cannot be ranked on coding.
Pick GLM 5V Turbo for output tokens 2.5x cheaper ($4.00 vs $10.00 per million) and work measured by Design Arena: agents building Android apps or LMArena Text: creative writing, where it leads.
- Shared results
- 60
- Claude Sonnet 5 only
- 61
- GLM 5V Turbo only
- 5
- Like-for-like categories
- 8 of 9
Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, six public coding benchmarks
No call
Only Claude Sonnet 5 has a coding score, so no call is made.
One side not measured
Intelligence
AA Intelligence Index
Claude Sonnet 5
Claude Sonnet 5 leads, 38.2 against 23.5.
Same board, both measured
Agentic work
AA Agentic Index
No call
Only Claude Sonnet 5 has a AA Agentic Index result, 43.6.
Directional only
Reasoning
GPQA Diamond
No call
Only Claude Sonnet 5 has a GPQA Diamond result, 88.9%.
Directional only
Knowledge
MMLU Pro
No call
Only Claude Sonnet 5 has a MMLU Pro result, 87.5%.
Directional only
Web design
Design Arena: websites
Claude Sonnet 5
Claude Sonnet 5 leads, 1274 against 1230.
Same board, both measured
Long documents
Listed context window
Claude Sonnet 5
Claude Sonnet 5 takes 1M tokens against 203K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
GLM 5V Turbo
Claude Sonnet 5 $0.0070, GLM 5V Turbo $0.0032 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
No call
Only Claude Sonnet 5 has the number, $1.87.
Directional only
At a glance
- Coding index
- Claude Sonnet 5 57.7 from 6 benchmarks, GLM 5V Turbo not benchmarked.
- Widest category
- Coding, 16.4 points apart on average over 6 shared benchmarks.
- Widest single gap
- Design Arena: agents building Godot games: Claude Sonnet 5 1225 against GLM 5V Turbo 957, 33.5 points apart on a 0 to 100 scale.
- Output price
- Claude Sonnet 5 $10.00 against GLM 5V Turbo $4.00 per million output tokens, 2.5x apart.
- Context window
- Claude Sonnet 5 takes 1M tokens, GLM 5V Turbo 203K.
Benchmark by benchmark
First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.
| Category | Claude Sonnet 5 | Bars | GLM 5V Turbo | Ties |
|---|---|---|---|---|
| Coding | 6 | 0 | ||
| Intelligence | 1 | 0 | ||
| Agentic work | 7 | 1 | ||
| Reasoning | 7 | 0 | ||
| Math | 2 | 0 | ||
| Knowledge | 4 | 0 | ||
| Web design | 8 | 0 | ||
| General | 17 | 7 | ||
| All shared boards | 52 | 8 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index60
| Benchmark | Claude Sonnet 5 | GLM 5V Turbo | Leader |
|---|---|---|---|
| LiveBench coding | 74.7% | Not measured | Only Claude Sonnet 5 measured |
| LMArena WebDev | 1540 | 1402 | Claude Sonnet 5 |
| AA Coding Index | 71.5 | Not measured | Only Claude Sonnet 5 measured |
| LiveCodeBench (Vals AI) | 82.4% | Not measured | Only Claude Sonnet 5 measured |
| SWE-bench Verified (Vals AI) | 79.6% | Not measured | Only Claude Sonnet 5 measured |
| Terminal-Bench 4 (Vals AI) | 10.6% | Not measured | Only Claude Sonnet 5 measured |
| Vibe Code Bench (Vals AI) | 81.3% | Not measured | Only Claude Sonnet 5 measured |
| Code migration (Vals AI) | 44.4% | Not measured | Only Claude Sonnet 5 measured |
| ProgramBench (Vals AI) | 0.0% | Not measured | Only Claude Sonnet 5 measured |
| IOI (Vals AI) | 45.0% | Not measured | Only Claude Sonnet 5 measured |
| Terminal-Bench 2.1 (Vals AI) | 74.5% | Not measured | Only Claude Sonnet 5 measured |
| Vibe Code Bench 1-100 (Vals AI) | 13.8% | Not measured | Only Claude Sonnet 5 measured |
| SkillsBench (Vals AI) | 46.5% | Not measured | Only Claude Sonnet 5 measured |
| CyberBench (Vals AI) | 70.3% | Not measured | Only Claude Sonnet 5 measured |
| SciCode | 54.3% | Not measured | Only Claude Sonnet 5 measured |
| Terminal-Bench Hard (Artificial Analysis run) | Not measured | 32.6% | Only GLM 5V Turbo measured |
| FrontierCode | 42.7% | Not measured | Only Claude Sonnet 5 measured |
| GSO-Bench | 37.3% | Not measured | Only Claude Sonnet 5 measured |
| WeirdML | 68.8% | Not measured | Only Claude Sonnet 5 measured |
| ALE-Bench | 1463.1 | Not measured | Only Claude Sonnet 5 measured |
| LMArena Text: coding | 1483 | 1466 | Claude Sonnet 5 |
| LMArena Text: software and IT | 1474 | 1460 | Claude Sonnet 5 |
| LMArena WebDev: React | 1541 | 1386 | Claude Sonnet 5 |
| LMArena WebDev: HTML | 1527 | 1356 | Claude Sonnet 5 |
| LMArena WebDev: from an image | 1540 | 1425 | Claude Sonnet 5 |
| SciCode | 10.7% | Not measured | Only Claude Sonnet 5 measured |
| Neither model has a result on the other 13 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index10
| Benchmark | Claude Sonnet 5 | GLM 5V Turbo | Leader |
|---|---|---|---|
| AA Intelligence Index | 38.2 | 23.5 | Claude Sonnet 5 |
| Epoch Capabilities Index | 156.9 | Not measured | Only Claude Sonnet 5 measured |
Agentic workLike-for-likePublic boards, shown as published, kept out of the index71
| Benchmark | Claude Sonnet 5 | GLM 5V Turbo | Leader |
|---|---|---|---|
| AA Agentic Index | 43.6 | Not measured | Only Claude Sonnet 5 measured |
| Design Arena: agents building web apps | 1245 | 1124 | Claude Sonnet 5 |
| Design Arena: agents building full-stack apps | 1249 | 1149 | Claude Sonnet 5 |
| Design Arena: agents building mobile apps | 1215 | 1134 | Claude Sonnet 5 |
| Design Arena: agents building Android apps | 1225 | 1267 | GLM 5V Turbo |
| Design Arena: agents building Godot games | 1225 | 957 | Claude Sonnet 5 |
| Design Arena: agents building games | 1227 | 1102 | Claude Sonnet 5 |
| Design Arena: HTML slides | 1218 | 1120 | Claude Sonnet 5 |
| Design Arena: PowerPoint slides | 1216 | 1152 | Claude Sonnet 5 |
| Design Arena: spreadsheets | 1021 | Not measured | Only Claude Sonnet 5 measured |
| LiveBench research | 82.8% | Not measured | Only Claude Sonnet 5 measured |
| LiveBench browser | 72.0% | Not measured | Only Claude Sonnet 5 measured |
| LiveBench long agentic | 39.0% | Not measured | Only Claude Sonnet 5 measured |
| SREBench (Vals AI) | 0.4% | Not measured | Only Claude Sonnet 5 measured |
| Finance Agent (Vals AI) | 53.9% | Not measured | Only Claude Sonnet 5 measured |
| Tax Agent Bench (Vals AI) | 29.4% | Not measured | Only Claude Sonnet 5 measured |
| Legal Research Bench (Vals AI) | 41.8% | Not measured | Only Claude Sonnet 5 measured |
| Excel Modeling Benchmark (Vals AI) | 66.3% | Not measured | Only Claude Sonnet 5 measured |
| Terminal-Bench-Science (Vals AI) | 5.7% | Not measured | Only Claude Sonnet 5 measured |
| τ²-Bench Telecom | Not measured | 98.5% | Only GLM 5V Turbo measured |
| APEX-Agents | 54.5% | Not measured | Only Claude Sonnet 5 measured |
| Vending-Bench 2 | $6,378 | Not measured | Only Claude Sonnet 5 measured |
| Neither model has a result on the other 19 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index70
| Benchmark | Claude Sonnet 5 | GLM 5V Turbo | Leader |
|---|---|---|---|
| GPQA Diamond | 88.9% | Not measured | Only Claude Sonnet 5 measured |
| LiveBench reasoning | 88.7% | Not measured | Only Claude Sonnet 5 measured |
| MMMU Pro (Vals AI) | 83.0% | Not measured | Only Claude Sonnet 5 measured |
| GPQA Diamond (Artificial Analysis run) | 91.1% | 80.9% | Claude Sonnet 5 |
| Humanity's Last Exam (Artificial Analysis run) | 41.3% | 17.1% | Claude Sonnet 5 |
| GPQA Diamond (Epoch AI run) | 90.5% | Not measured | Only Claude Sonnet 5 measured |
| SimpleBench | 60.6% | Not measured | Only Claude Sonnet 5 measured |
| Chess puzzles | 45.0% | Not measured | Only Claude Sonnet 5 measured |
| Mystery game puzzles | 35.0% | Not measured | Only Claude Sonnet 5 measured |
| LMArena Text: hard prompts | 1461 | 1443 | Claude Sonnet 5 |
| LMArena Text: expert | 1489 | 1453 | Claude Sonnet 5 |
| LMArena Text: hard prompts in English | 1464 | 1456 | Claude Sonnet 5 |
| LMArena Vision: diagrams | 1293 | 1286 | Claude Sonnet 5 |
| LMArena Vision: homework | 1311 | 1273 | Claude Sonnet 5 |
| Neither model has a result on the other 8 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index20
| Benchmark | Claude Sonnet 5 | GLM 5V Turbo | Leader |
|---|---|---|---|
| OTIS Mock AIME | 94.7% | Not measured | Only Claude Sonnet 5 measured |
| FrontierMath, tiers 1 to 3 | 65.6% | Not measured | Only Claude Sonnet 5 measured |
| FrontierMath, tier 4 | 29.3% | Not measured | Only Claude Sonnet 5 measured |
| ProofBench | 77.0% | Not measured | Only Claude Sonnet 5 measured |
| LMArena Text: math | 1467 | 1442 | Claude Sonnet 5 |
| LMArena Text: mathematical work | 1481 | 1447 | Claude Sonnet 5 |
| Neither model has a result on the other 7 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index40
| Benchmark | Claude Sonnet 5 | GLM 5V Turbo | Leader |
|---|---|---|---|
| MMLU Pro | 87.5% | Not measured | Only Claude Sonnet 5 measured |
| LegalBench (Vals AI) | 83.9% | Not measured | Only Claude Sonnet 5 measured |
| CorpFin (Vals AI) | 67.0% | Not measured | Only Claude Sonnet 5 measured |
| TaxEval (Vals AI) | 75.6% | Not measured | Only Claude Sonnet 5 measured |
| MortgageTax (Vals AI) | 70.0% | Not measured | Only Claude Sonnet 5 measured |
| MedCode (Vals AI) | 47.5% | Not measured | Only Claude Sonnet 5 measured |
| SimpleQA Verified | 33.7% | Not measured | Only Claude Sonnet 5 measured |
| LMArena Text: science | 1460 | 1448 | Claude Sonnet 5 |
| LMArena Text: medicine and healthcare | 1442 | 1433 | Claude Sonnet 5 |
| LMArena Text: legal and government | 1454 | 1436 | Claude Sonnet 5 |
| LMArena Text: business and finance | 1436 | 1435 | Claude Sonnet 5 |
| Neither model has a result on the other 7 boards here | |||
Web designLike-for-likePublic boards, shown as published, kept out of the index80
| Benchmark | Claude Sonnet 5 | GLM 5V Turbo | Leader |
|---|---|---|---|
| Design Arena: websites | 1274 | 1230 | Claude Sonnet 5 |
| Design Arena: UI components | 1280 | 1213 | Claude Sonnet 5 |
| Design Arena: game dev | 1278 | 1219 | Claude Sonnet 5 |
| Design Arena: data viz | 1251 | 1202 | Claude Sonnet 5 |
| Design Arena: 3D | 1261 | 1209 | Claude Sonnet 5 |
| Design Arena: all code categories | 1276 | 1228 | Claude Sonnet 5 |
| Design Arena: SVG | 1193 | 1151 | Claude Sonnet 5 |
| Design Arena: ASCII art | 1207 | 1117 | Claude Sonnet 5 |
| LiveBench design | 82.0% | Not measured | Only Claude Sonnet 5 measured |
GeneralLike-for-likePublic boards, shown as published, kept out of the index177
| Benchmark | Claude Sonnet 5 | GLM 5V Turbo | Leader |
|---|---|---|---|
| LiveBench data analysis | 71.7% | Not measured | Only Claude Sonnet 5 measured |
| Public Benefits Bench (Vals AI) | 66.0% | Not measured | Only Claude Sonnet 5 measured |
| SAGE (Vals AI) | 48.9% | Not measured | Only Claude Sonnet 5 measured |
| MedScribe (Vals AI) | 76.0% | Not measured | Only Claude Sonnet 5 measured |
| Vals Multimodal Index | 68.8% | Not measured | Only Claude Sonnet 5 measured |
| IFBench | Not measured | 61.1% | Only GLM 5V Turbo measured |
| Long context reasoning (AA-LCR) | 82.0% | 70.3% | Claude Sonnet 5 |
| DTBench | 92.5% | Not measured | Only Claude Sonnet 5 measured |
| LMCA | 50.0% | Not measured | Only Claude Sonnet 5 measured |
| Surface Evolver Bench | 60.0% | Not measured | Only Claude Sonnet 5 measured |
| LMArena Text | 1442 | 1437 | Claude Sonnet 5 |
| LMArena Text: instruction following | 1452 | 1423 | Claude Sonnet 5 |
| LMArena Text: creative writing | 1416 | 1417 | GLM 5V Turbo |
| LMArena Vision | 1273 | 1264 | Claude Sonnet 5 |
| LMArena Text: English | 1450 | 1454 | GLM 5V Turbo |
| LMArena Text: non-English | 1431 | 1420 | Claude Sonnet 5 |
| LMArena Text: Chinese | 1478 | 1491 | GLM 5V Turbo |
| LMArena Text: German | 1442 | 1422 | Claude Sonnet 5 |
| LMArena Text: Japanese | 1422 | Not measured | Only Claude Sonnet 5 measured |
| LMArena Text: Korean | 1412 | 1397 | Claude Sonnet 5 |
| LMArena Text: French | 1463 | 1443 | Claude Sonnet 5 |
| LMArena Text: Spanish | 1438 | 1452 | GLM 5V Turbo |
| LMArena Text: Russian | 1450 | 1432 | Claude Sonnet 5 |
| LMArena Text: Polish | 1425 | 1432 | GLM 5V Turbo |
| LMArena Text: multi-turn | 1453 | 1431 | Claude Sonnet 5 |
| LMArena Text: longer queries | 1462 | 1438 | Claude Sonnet 5 |
| LMArena Text: writing and language | 1436 | 1420 | Claude Sonnet 5 |
| LMArena Text: entertainment and media | 1411 | 1407 | Claude Sonnet 5 |
| LMArena Vision: English | 1275 | 1274 | Claude Sonnet 5 |
| LMArena Vision: Chinese | 1331 | 1329 | Claude Sonnet 5 |
| LMArena Vision: reading text | 1288 | 1270 | Claude Sonnet 5 |
| LMArena Vision: humor | 1261 | 1268 | GLM 5V Turbo |
| LMArena Vision: captioning | Not measured | 1264 | Only GLM 5V Turbo measured |
| LMArena Vision: recognizing things | Not measured | 1241 | Only GLM 5V Turbo measured |
| LMArena Vision: creative writing | 1246 | 1252 | GLM 5V Turbo |
| LMArena Document | 1466 | 1416 | Claude Sonnet 5 |
| Neither model has a result on the other 10 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Claude Sonnet 5 | GLM 5V Turbo | Leader |
|---|---|---|---|
| Neither model has a result on 5 boards here | |||
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
GLM 5V Turbo costs less
Repository review
50K input + 3K output tokens
GLM 5V Turbo costs less
Agent loop
200K input + 10K output tokens
GLM 5V Turbo costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | Anthropic Claude Sonnet 5 | Z.ai GLM 5V Turbo |
|---|---|---|
| Maker | Anthropic | Z.ai |
| Weights | No public weights listed | No public weights listed |
| Released | June 30, 2026 | April 1, 2026 |
| Context window | 1M | 203K |
| Input $/Mtok | $2.00 | $1.20 |
| Output $/Mtok | $10.00 | $4.00 |
| Coding index | 57.7 | Not benchmarked |
| Independent measurements behind it | 6 | 1 |
| Cost per solved task | $1.87 | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Claude Sonnet 5 better than GLM 5V Turbo for coding?
Only Claude Sonnet 5 has a coding score, 57.7 on the Vibe Coding Index; GLM 5V Turbo has none, so the two cannot be ranked on coding. Pick GLM 5V Turbo for output tokens 2.5x cheaper ($4.00 vs $10.00 per million) and work measured by Design Arena: agents building Android apps or LMArena Text: creative writing, where it leads.
Which is cheaper, Claude Sonnet 5 or GLM 5V Turbo?
Claude Sonnet 5 costs $2.00 per million input tokens and $10.00 per million output tokens; GLM 5V Turbo costs $1.20 and $4.00. Cost per solved task is known for Claude Sonnet 5 only.
Which has the bigger context window, Claude Sonnet 5 or GLM 5V Turbo?
Claude Sonnet 5, with 1M tokens against 203K.
How many benchmarks is the Claude Sonnet 5 vs GLM 5V Turbo comparison based on?
60 benchmarks have a result for both models as of October 21, 2026. Claude Sonnet 5's coding index rests on 6 independent benchmarks and GLM 5V Turbo's on 1. Where only one model has a result, the page says so instead of naming a winner.