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GLM 5V Turbo vs Solar Pro 3

GLM 5V Turbo leads Solar Pro 3 on the Artificial Analysis Intelligence Index, 23.5 to 7.8, and Solar Pro 3 costs 6.7x less per output token ($0.60 vs $4.00 per million). Updated October 22, 2026; 7 benchmarks have a result for both.

GLM 5V TurboZ.ai
Coding
No data
Overall
No data
Output $/M
$4.00
6
Solar Pro 3Upstage
Coding
No data
Overall
No data
Output $/M
$0.60
1
vs boards won of 7 shared

GLM 5V Turbo or Solar Pro 3: which to pick

Neither model has a coding score yet, so the two cannot be ranked on coding.

Pick GLM 5V Turbo for a larger context window (203K against 131K tokens) and work measured by IFBench, where it leads.

Shared results
7
GLM 5V Turbo only
58
Solar Pro 3 only
3
Like-for-like categories
5 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.

At a glance

Coding index
GLM 5V Turbo not benchmarked, Solar Pro 3 not benchmarked.
Widest category
Coding, 25.0 points apart on average over 1 shared benchmark.
Widest single gap
Long context reasoning (AA-LCR): GLM 5V Turbo 70.3% against Solar Pro 3 32.3%, 38.0 points apart on a 0 to 100 scale.
Output price
GLM 5V Turbo $4.00 against Solar Pro 3 $0.60 per million output tokens, 6.7x apart.
Context window
GLM 5V Turbo takes 203K tokens, Solar Pro 3 131K.

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.

Boards won, where both have a result
CategoryGLM 5V TurboBarsSolar Pro 3Ties
Coding10
Intelligence10
Agentic work10
Reasoning20
General11
All shared boards61
CodingLike-for-likeSix of these boards feed the Vibe Coding Index10
Coding benchmarks for GLM 5V Turbo and Solar Pro 3
BenchmarkGLM 5V TurboSolar Pro 3Leader
LMArena WebDev1402Not measuredOnly GLM 5V Turbo measured
AA Coding IndexNot measured16.2Only Solar Pro 3 measured
SciCodeNot measured25.5%Only Solar Pro 3 measured
Terminal-Bench Hard (Artificial Analysis run)32.6%7.6%GLM 5V Turbo
LMArena Text: coding1466Not measuredOnly GLM 5V Turbo measured
LMArena Text: software and IT1460Not measuredOnly GLM 5V Turbo measured
LMArena WebDev: React1386Not measuredOnly GLM 5V Turbo measured
LMArena WebDev: HTML1356Not measuredOnly GLM 5V Turbo measured
LMArena WebDev: from an image1425Not measuredOnly GLM 5V Turbo measured
Neither model has a result on the other 30 boards here
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index10
Intelligence benchmarks for GLM 5V Turbo and Solar Pro 3
BenchmarkGLM 5V TurboSolar Pro 3Leader
AA Intelligence Index23.57.8GLM 5V Turbo
Neither model has a result on the other 1 board here
Agentic workLike-for-likePublic boards, shown as published, kept out of the index10
Agentic work benchmarks for GLM 5V Turbo and Solar Pro 3
BenchmarkGLM 5V TurboSolar Pro 3Leader
AA Agentic IndexNot measured1.4Only Solar Pro 3 measured
Design Arena: agents building web apps1124Not measuredOnly GLM 5V Turbo measured
Design Arena: agents building full-stack apps1149Not measuredOnly GLM 5V Turbo measured
Design Arena: agents building mobile apps1134Not measuredOnly GLM 5V Turbo measured
Design Arena: agents building Android apps1267Not measuredOnly GLM 5V Turbo measured
Design Arena: agents building Godot games957Not measuredOnly GLM 5V Turbo measured
Design Arena: agents building games1102Not measuredOnly GLM 5V Turbo measured
Design Arena: HTML slides1070Not measuredOnly GLM 5V Turbo measured
Design Arena: PowerPoint slides1127Not measuredOnly GLM 5V Turbo measured
τ²-Bench Telecom98.5%86.3%GLM 5V Turbo
Neither model has a result on the other 31 boards here
ReasoningLike-for-likePublic boards, shown as published, kept out of the index20
Reasoning benchmarks for GLM 5V Turbo and Solar Pro 3
BenchmarkGLM 5V TurboSolar Pro 3Leader
GPQA Diamond (Artificial Analysis run)80.9%72.4%GLM 5V Turbo
Humanity's Last Exam (Artificial Analysis run)17.1%10.3%GLM 5V Turbo
LMArena Text: hard prompts1443Not measuredOnly GLM 5V Turbo measured
LMArena Text: expert1453Not measuredOnly GLM 5V Turbo measured
LMArena Text: hard prompts in English1456Not measuredOnly GLM 5V Turbo measured
LMArena Vision: diagrams1286Not measuredOnly GLM 5V Turbo measured
LMArena Vision: homework1273Not measuredOnly GLM 5V Turbo measured
Neither model has a result on the other 15 boards here
MathDirectional onlyPublic boards, shown as published, kept out of the index2 boards, none shared
Math benchmarks for GLM 5V Turbo and Solar Pro 3
BenchmarkGLM 5V TurboSolar Pro 3Leader
LMArena Text: math1442Not measuredOnly GLM 5V Turbo measured
LMArena Text: mathematical work1447Not measuredOnly GLM 5V Turbo measured
Neither model has a result on the other 11 boards here
KnowledgeDirectional onlyPublic boards, shown as published, kept out of the index4 boards, none shared
Knowledge benchmarks for GLM 5V Turbo and Solar Pro 3
BenchmarkGLM 5V TurboSolar Pro 3Leader
LMArena Text: science1448Not measuredOnly GLM 5V Turbo measured
LMArena Text: medicine and healthcare1433Not measuredOnly GLM 5V Turbo measured
LMArena Text: legal and government1436Not measuredOnly GLM 5V Turbo measured
LMArena Text: business and finance1435Not measuredOnly GLM 5V Turbo measured
Neither model has a result on the other 14 boards here
Web designDirectional onlyPublic boards, shown as published, kept out of the index8 boards, none shared
Web design benchmarks for GLM 5V Turbo and Solar Pro 3
BenchmarkGLM 5V TurboSolar Pro 3Leader
Design Arena: websites1230Not measuredOnly GLM 5V Turbo measured
Design Arena: UI components1210Not measuredOnly GLM 5V Turbo measured
Design Arena: game dev1218Not measuredOnly GLM 5V Turbo measured
Design Arena: data viz1202Not measuredOnly GLM 5V Turbo measured
Design Arena: 3D1208Not measuredOnly GLM 5V Turbo measured
Design Arena: all code categories1228Not measuredOnly GLM 5V Turbo measured
Design Arena: SVG1151Not measuredOnly GLM 5V Turbo measured
Design Arena: ASCII art1117Not measuredOnly GLM 5V Turbo measured
Neither model has a result on the other 1 board here
GeneralLike-for-likePublic boards, shown as published, kept out of the index11
General benchmarks for GLM 5V Turbo and Solar Pro 3
BenchmarkGLM 5V TurboSolar Pro 3Leader
IFBench61.1%71.2%Solar Pro 3
Long context reasoning (AA-LCR)70.3%32.3%GLM 5V Turbo
LMArena Text1437Not measuredOnly GLM 5V Turbo measured
LMArena Text: instruction following1423Not measuredOnly GLM 5V Turbo measured
LMArena Text: creative writing1417Not measuredOnly GLM 5V Turbo measured
LMArena Vision1264Not measuredOnly GLM 5V Turbo measured
LMArena Text: English1454Not measuredOnly GLM 5V Turbo measured
LMArena Text: non-English1420Not measuredOnly GLM 5V Turbo measured
LMArena Text: Chinese1491Not measuredOnly GLM 5V Turbo measured
LMArena Text: German1422Not measuredOnly GLM 5V Turbo measured
LMArena Text: Korean1397Not measuredOnly GLM 5V Turbo measured
LMArena Text: French1443Not measuredOnly GLM 5V Turbo measured
LMArena Text: Spanish1452Not measuredOnly GLM 5V Turbo measured
LMArena Text: Russian1432Not measuredOnly GLM 5V Turbo measured
LMArena Text: Polish1432Not measuredOnly GLM 5V Turbo measured
LMArena Text: multi-turn1431Not measuredOnly GLM 5V Turbo measured
LMArena Text: longer queries1438Not measuredOnly GLM 5V Turbo measured
LMArena Text: writing and language1420Not measuredOnly GLM 5V Turbo measured
LMArena Text: entertainment and media1407Not measuredOnly GLM 5V Turbo measured
LMArena Vision: English1274Not measuredOnly GLM 5V Turbo measured
LMArena Vision: Chinese1329Not measuredOnly GLM 5V Turbo measured
LMArena Vision: reading text1270Not measuredOnly GLM 5V Turbo measured
LMArena Vision: humor1268Not measuredOnly GLM 5V Turbo measured
LMArena Vision: captioning1264Not measuredOnly GLM 5V Turbo measured
LMArena Vision: recognizing things1241Not measuredOnly GLM 5V Turbo measured
LMArena Vision: creative writing1252Not measuredOnly GLM 5V Turbo measured
LMArena Document1416Not measuredOnly GLM 5V Turbo measured
Neither model has a result on the other 19 boards here
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
Image generation benchmarks for GLM 5V Turbo and Solar Pro 3
BenchmarkGLM 5V TurboSolar Pro 3Leader
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$0.0032Fits in one request
Solar Pro 3$0.0004Fits in one request

Solar Pro 3 costs less

Repository review

50K input + 3K output tokens

GLM 5V Turbo$0.072Fits in one request
Solar Pro 3$0.0093Fits in one request

Solar Pro 3 costs less

Agent loop

200K input + 10K output tokens

GLM 5V Turbo$0.280Exceeds the context window
Solar Pro 3$0.036Exceeds the context window

Solar Pro 3 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.

Specifications of GLM 5V Turbo and Solar Pro 3
SpecificationZ.ai GLM 5V TurboUpstage Solar Pro 3
MakerZ.aiUpstage
WeightsNo public weights listedNo public weights listed
ReleasedApril 1, 2026January 27, 2026
Context window203K131K
Input $/Mtok$1.20$0.15
Output $/Mtok$4.00$0.60
Coding indexNot benchmarkedNot benchmarked
Independent measurements behind it10
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is GLM 5V Turbo better than Solar Pro 3 for coding?

Neither model has a coding score yet, so the two cannot be ranked on coding. Pick GLM 5V Turbo for a larger context window (203K against 131K tokens) and work measured by IFBench, where it leads.

Which is cheaper, GLM 5V Turbo or Solar Pro 3?

GLM 5V Turbo costs $1.20 per million input tokens and $4.00 per million output tokens; Solar Pro 3 costs $0.15 and $0.60. Cost per solved task is known for neither of them.

Which has the bigger context window, GLM 5V Turbo or Solar Pro 3?

GLM 5V Turbo, with 203K tokens against 131K.

How many benchmarks is the GLM 5V Turbo vs Solar Pro 3 comparison based on?

7 benchmarks have a result for both models as of October 22, 2026. GLM 5V Turbo's coding index rests on 1 independent benchmark and Solar Pro 3's on 0. Where only one model has a result, the page says so instead of naming a winner.

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