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GLM 5V Turbo vs Solar Pro 4

Solar Pro 4 leads GLM 5V Turbo on the Artificial Analysis Intelligence Index, 28.2 to 23.5, and Solar Pro 4 costs 6.7x less per output token ($0.60 vs $4.00 per million). Updated October 22, 2026; 41 benchmarks have a result for both.

GLM 5V TurboZ.ai
Coding
No data
Overall
No data
Output $/M
$4.00
36
Solar Pro 4Upstage
Coding
No data
Overall
No data
Output $/M
$0.60
5
vs boards won of 41 shared

GLM 5V Turbo or Solar Pro 4: which to pick

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

Pick GLM 5V Turbo for work measured by LMArena WebDev: HTML or AA Intelligence Index, where it leads.

Shared results
41
GLM 5V Turbo only
24
Solar Pro 4 only
4
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.

At a glance

Coding index
GLM 5V Turbo not benchmarked, Solar Pro 4 not benchmarked.
Widest category
General, 9.7 points apart on average over 17 shared benchmarks.
Widest single gap
LMArena Text: Polish: GLM 5V Turbo 1432 against Solar Pro 4 1304, 21.3 points apart on a 0 to 100 scale.
Output price
GLM 5V Turbo $4.00 against Solar Pro 4 $0.60 per million output tokens, 6.7x apart.
Context window
GLM 5V Turbo takes 203K tokens, Solar Pro 4 524K.

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 4Ties
Coding41
Intelligence01
Agentic work10
Reasoning32
Math20
Knowledge40
Web design60
General161
All shared boards365
CodingLike-for-likeSix of these boards feed the Vibe Coding Index41
Coding benchmarks for GLM 5V Turbo and Solar Pro 4
BenchmarkGLM 5V TurboSolar Pro 4Leader
LMArena WebDev14021371GLM 5V Turbo
AA Coding IndexNot measured52.7Only Solar Pro 4 measured
SciCodeNot measured48.0%Only Solar Pro 4 measured
Terminal-Bench Hard (Artificial Analysis run)32.6%Not measuredOnly GLM 5V Turbo measured
ALE-BenchNot measured179.3Only Solar Pro 4 measured
LMArena Text: coding14661438GLM 5V Turbo
LMArena Text: software and IT14601431GLM 5V Turbo
LMArena WebDev: React13861363GLM 5V Turbo
LMArena WebDev: HTML13561371Solar Pro 4
LMArena WebDev: from an image1425Not measuredOnly GLM 5V Turbo measured
Neither model has a result on the other 29 boards here
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index01
Intelligence benchmarks for GLM 5V Turbo and Solar Pro 4
BenchmarkGLM 5V TurboSolar Pro 4Leader
AA Intelligence Index23.528.2Solar Pro 4
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 4
BenchmarkGLM 5V TurboSolar Pro 4Leader
Design Arena: agents building web apps11241105GLM 5V Turbo
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%Not measuredOnly GLM 5V Turbo measured
Neither model has a result on the other 32 boards here
ReasoningLike-for-likePublic boards, shown as published, kept out of the index32
Reasoning benchmarks for GLM 5V Turbo and Solar Pro 4
BenchmarkGLM 5V TurboSolar Pro 4Leader
GPQA Diamond (Artificial Analysis run)80.9%89.1%Solar Pro 4
Humanity's Last Exam (Artificial Analysis run)17.1%29.8%Solar Pro 4
LMArena Text: hard prompts14431400GLM 5V Turbo
LMArena Text: expert14531428GLM 5V Turbo
LMArena Text: hard prompts in English14561427GLM 5V Turbo
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
MathLike-for-likePublic boards, shown as published, kept out of the index20
Math benchmarks for GLM 5V Turbo and Solar Pro 4
BenchmarkGLM 5V TurboSolar Pro 4Leader
LMArena Text: math14421421GLM 5V Turbo
LMArena Text: mathematical work14471427GLM 5V Turbo
Neither model has a result on the other 11 boards here
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index40
Knowledge benchmarks for GLM 5V Turbo and Solar Pro 4
BenchmarkGLM 5V TurboSolar Pro 4Leader
LMArena Text: science14481404GLM 5V Turbo
LMArena Text: medicine and healthcare14331374GLM 5V Turbo
LMArena Text: legal and government14361383GLM 5V Turbo
LMArena Text: business and finance14351381GLM 5V Turbo
Neither model has a result on the other 14 boards here
Web designLike-for-likePublic boards, shown as published, kept out of the index60
Web design benchmarks for GLM 5V Turbo and Solar Pro 4
BenchmarkGLM 5V TurboSolar Pro 4Leader
Design Arena: websites12301176GLM 5V Turbo
Design Arena: UI components12101147GLM 5V Turbo
Design Arena: game dev12181169GLM 5V Turbo
Design Arena: data viz12021177GLM 5V Turbo
Design Arena: 3D12081178GLM 5V Turbo
Design Arena: all code categories12281182GLM 5V Turbo
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 index161
General benchmarks for GLM 5V Turbo and Solar Pro 4
BenchmarkGLM 5V TurboSolar Pro 4Leader
IFBench61.1%Not measuredOnly GLM 5V Turbo measured
Long context reasoning (AA-LCR)70.3%70.7%Solar Pro 4
LMArena Text14371388GLM 5V Turbo
LMArena Text: instruction following14231375GLM 5V Turbo
LMArena Text: creative writing14171317GLM 5V Turbo
LMArena Vision1264Not measuredOnly GLM 5V Turbo measured
LMArena Text: English14541414GLM 5V Turbo
LMArena Text: non-English14201363GLM 5V Turbo
LMArena Text: Chinese14911422GLM 5V Turbo
LMArena Text: German14221358GLM 5V Turbo
LMArena Text: JapaneseNot measured1320Only Solar Pro 4 measured
LMArena Text: Korean13971383GLM 5V Turbo
LMArena Text: French14431400GLM 5V Turbo
LMArena Text: Spanish14521409GLM 5V Turbo
LMArena Text: Russian14321357GLM 5V Turbo
LMArena Text: Polish14321304GLM 5V Turbo
LMArena Text: multi-turn14311385GLM 5V Turbo
LMArena Text: longer queries14381382GLM 5V Turbo
LMArena Text: writing and language14201344GLM 5V Turbo
LMArena Text: entertainment and media14071332GLM 5V Turbo
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 18 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 4
BenchmarkGLM 5V TurboSolar Pro 4Leader
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 4$0.0004Fits in one request

Solar Pro 4 costs less

Repository review

50K input + 3K output tokens

GLM 5V Turbo$0.072Fits in one request
Solar Pro 4$0.0093Fits in one request

Solar Pro 4 costs less

Agent loop

200K input + 10K output tokens

GLM 5V Turbo$0.280Exceeds the context window
Solar Pro 4$0.036Fits in one request

Solar Pro 4 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 4
SpecificationZ.ai GLM 5V TurboUpstage Solar Pro 4
MakerZ.aiUpstage
WeightsNo public weights listedNo public weights listed
ReleasedApril 1, 2026August 10, 2026
Context window203K524K
Input $/Mtok$1.20$0.15
Output $/Mtok$4.00$0.60
Coding indexNot benchmarkedNot benchmarked
Independent measurements behind it11
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is GLM 5V Turbo better than Solar Pro 4 for coding?

Neither model has a coding score yet, so the two cannot be ranked on coding. Pick GLM 5V Turbo for work measured by LMArena WebDev: HTML or AA Intelligence Index, where it leads.

Which is cheaper, GLM 5V Turbo or Solar Pro 4?

GLM 5V Turbo costs $1.20 per million input tokens and $4.00 per million output tokens; Solar Pro 4 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 4?

Solar Pro 4, with 524K tokens against 203K.

How many benchmarks is the GLM 5V Turbo vs Solar Pro 4 comparison based on?

41 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 4's on 1. Where only one model has a result, the page says so instead of naming a winner.

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