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Nova Premier 1.0 vs Solar Pro 4

Solar Pro 4 leads Nova Premier 1.0 on the Artificial Analysis Intelligence Index, 28.2 to 9.2, and Solar Pro 4 costs 20.8x less per output token ($0.60 vs $12.50 per million). Updated October 21, 2026; 6 benchmarks have a result for both.

Nova Premier 1.0Amazon
Coding
No data
Overall
No data
Output $/M
$12.50
0
Solar Pro 4Upstage
Coding
No data
Overall
No data
Output $/M
$0.60
6
vs boards won of 6 shared

Nova Premier 1.0 or Solar Pro 4: which to pick

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

Pick Nova Premier 1.0 for a larger context window (1M against 524K tokens) and work measured by ALE-Bench or AA Intelligence Index, where it leads.

Shared results
6
Nova Premier 1.0 only
8
Solar Pro 4 only
39
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
Nova Premier 1.0 not benchmarked, Solar Pro 4 not benchmarked.
Widest category
Web design, 42.6 points apart on average over 1 shared benchmark.
Widest single gap
Design Arena: websites: Nova Premier 1.0 835 against Solar Pro 4 1176, 42.6 points apart on a 0 to 100 scale.
Output price
Nova Premier 1.0 $12.50 against Solar Pro 4 $0.60 per million output tokens, 20.8x apart.
Context window
Nova Premier 1.0 takes 1M 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
CategoryNova Premier 1.0BarsSolar Pro 4Ties
Coding01
Intelligence01
Reasoning02
Web design01
General01
All shared boards06
CodingLike-for-likeSix of these boards feed the Vibe Coding Index01
Coding benchmarks for Nova Premier 1.0 and Solar Pro 4
BenchmarkNova Premier 1.0Solar Pro 4Leader
LMArena WebDevNot measured1371Only Solar Pro 4 measured
AA Coding IndexNot measured52.7Only Solar Pro 4 measured
LiveCodeBench (Artificial Analysis run)31.7%Not measuredOnly Nova Premier 1.0 measured
SciCodeNot measured48.0%Only Solar Pro 4 measured
Terminal-Bench Hard (Artificial Analysis run)6.8%Not measuredOnly Nova Premier 1.0 measured
ALE-Bench147.4179.3Solar Pro 4
LMArena Text: codingNot measured1438Only Solar Pro 4 measured
LMArena Text: software and ITNot measured1431Only Solar Pro 4 measured
LMArena WebDev: ReactNot measured1363Only Solar Pro 4 measured
LMArena WebDev: HTMLNot measured1371Only Solar Pro 4 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 Nova Premier 1.0 and Solar Pro 4
BenchmarkNova Premier 1.0Solar Pro 4Leader
AA Intelligence Index9.228.2Solar Pro 4
Neither model has a result on the other 1 board here
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index2 boards, none shared
Agentic work benchmarks for Nova Premier 1.0 and Solar Pro 4
BenchmarkNova Premier 1.0Solar Pro 4Leader
Design Arena: agents building web appsNot measured1105Only Solar Pro 4 measured
τ²-Bench Telecom38.3%Not measuredOnly Nova Premier 1.0 measured
Neither model has a result on the other 39 boards here
ReasoningLike-for-likePublic boards, shown as published, kept out of the index02
Reasoning benchmarks for Nova Premier 1.0 and Solar Pro 4
BenchmarkNova Premier 1.0Solar Pro 4Leader
GPQA Diamond (Artificial Analysis run)56.9%89.1%Solar Pro 4
Humanity's Last Exam (Artificial Analysis run)4.2%29.8%Solar Pro 4
LMArena Text: hard promptsNot measured1400Only Solar Pro 4 measured
LMArena Text: expertNot measured1428Only Solar Pro 4 measured
LMArena Text: hard prompts in EnglishNot measured1427Only Solar Pro 4 measured
Kagi LLM Benchmark44.8%Not measuredOnly Nova Premier 1.0 measured
Neither model has a result on the other 16 boards here
MathDirectional onlyPublic boards, shown as published, kept out of the index4 boards, none shared
Math benchmarks for Nova Premier 1.0 and Solar Pro 4
BenchmarkNova Premier 1.0Solar Pro 4Leader
AA Math Index17.3Not measuredOnly Nova Premier 1.0 measured
AIME 2025 (Artificial Analysis run)17.3%Not measuredOnly Nova Premier 1.0 measured
LMArena Text: mathNot measured1421Only Solar Pro 4 measured
LMArena Text: mathematical workNot measured1427Only Solar Pro 4 measured
Neither model has a result on the other 9 boards here
KnowledgeDirectional onlyPublic boards, shown as published, kept out of the index5 boards, none shared
Knowledge benchmarks for Nova Premier 1.0 and Solar Pro 4
BenchmarkNova Premier 1.0Solar Pro 4Leader
MMLU Pro (Artificial Analysis run)73.3%Not measuredOnly Nova Premier 1.0 measured
LMArena Text: scienceNot measured1404Only Solar Pro 4 measured
LMArena Text: medicine and healthcareNot measured1374Only Solar Pro 4 measured
LMArena Text: legal and governmentNot measured1383Only Solar Pro 4 measured
LMArena Text: business and financeNot measured1381Only Solar Pro 4 measured
Neither model has a result on the other 13 boards here
Web designLike-for-likePublic boards, shown as published, kept out of the index01
Web design benchmarks for Nova Premier 1.0 and Solar Pro 4
BenchmarkNova Premier 1.0Solar Pro 4Leader
Design Arena: websites8351176Solar Pro 4
Design Arena: UI componentsNot measured1150Only Solar Pro 4 measured
Design Arena: game devNot measured1170Only Solar Pro 4 measured
Design Arena: data vizNot measured1177Only Solar Pro 4 measured
Design Arena: 3DNot measured1178Only Solar Pro 4 measured
Design Arena: all code categoriesNot measured1182Only Solar Pro 4 measured
Neither model has a result on the other 3 boards here
GeneralLike-for-likePublic boards, shown as published, kept out of the index01
General benchmarks for Nova Premier 1.0 and Solar Pro 4
BenchmarkNova Premier 1.0Solar Pro 4Leader
IFBench36.2%Not measuredOnly Nova Premier 1.0 measured
Long context reasoning (AA-LCR)34.3%70.7%Solar Pro 4
LMArena TextNot measured1388Only Solar Pro 4 measured
LMArena Text: instruction followingNot measured1375Only Solar Pro 4 measured
LMArena Text: creative writingNot measured1317Only Solar Pro 4 measured
LMArena Text: EnglishNot measured1414Only Solar Pro 4 measured
LMArena Text: non-EnglishNot measured1363Only Solar Pro 4 measured
LMArena Text: ChineseNot measured1422Only Solar Pro 4 measured
LMArena Text: GermanNot measured1358Only Solar Pro 4 measured
LMArena Text: JapaneseNot measured1320Only Solar Pro 4 measured
LMArena Text: KoreanNot measured1383Only Solar Pro 4 measured
LMArena Text: FrenchNot measured1400Only Solar Pro 4 measured
LMArena Text: SpanishNot measured1409Only Solar Pro 4 measured
LMArena Text: RussianNot measured1357Only Solar Pro 4 measured
LMArena Text: PolishNot measured1304Only Solar Pro 4 measured
LMArena Text: multi-turnNot measured1385Only Solar Pro 4 measured
LMArena Text: longer queriesNot measured1382Only Solar Pro 4 measured
LMArena Text: writing and languageNot measured1344Only Solar Pro 4 measured
LMArena Text: entertainment and mediaNot measured1332Only Solar Pro 4 measured
Neither model has a result on the other 27 boards here
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
Image generation benchmarks for Nova Premier 1.0 and Solar Pro 4
BenchmarkNova Premier 1.0Solar 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

Nova Premier 1.0$0.0088Fits in one request
Solar Pro 4$0.0004Fits in one request

Solar Pro 4 costs less

Repository review

50K input + 3K output tokens

Nova Premier 1.0$0.163Fits in one request
Solar Pro 4$0.0093Fits in one request

Solar Pro 4 costs less

Agent loop

200K input + 10K output tokens

Nova Premier 1.0$0.625Fits in one request
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 Nova Premier 1.0 and Solar Pro 4
SpecificationAmazon Nova Premier 1.0Upstage Solar Pro 4
MakerAmazonUpstage
WeightsNo public weights listedNo public weights listed
ReleasedOctober 31, 2025August 10, 2026
Context window1M524K
Input $/Mtok$2.50$0.15
Output $/Mtok$12.50$0.60
Coding indexNot benchmarkedNot benchmarked
Independent measurements behind it01
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is Nova Premier 1.0 better than Solar Pro 4 for coding?

Neither model has a coding score yet, so the two cannot be ranked on coding. Pick Nova Premier 1.0 for a larger context window (1M against 524K tokens) and work measured by ALE-Bench or AA Intelligence Index, where it leads.

Which is cheaper, Nova Premier 1.0 or Solar Pro 4?

Nova Premier 1.0 costs $2.50 per million input tokens and $12.50 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, Nova Premier 1.0 or Solar Pro 4?

Nova Premier 1.0, with 1M tokens against 524K.

How many benchmarks is the Nova Premier 1.0 vs Solar Pro 4 comparison based on?

6 benchmarks have a result for both models as of October 21, 2026. Nova Premier 1.0's coding index rests on 0 independent benchmarks 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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