AI Models · Paid vs Paid

o3 Paid vs Solar Pro 3 Paid

o3 vs Solar Pro 3 compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

o3PaidOpenAI
$2 /M input
$8 /M outputManaged API (no infra to run)
TypeProprietary
Context window200K tokens
MultimodalYes
Self-hostNo
Solar Pro 3PaidUpstage
$0.15 /M input
$0.6 /M outputManaged API (no infra to run)
TypeProprietary
Context window131K tokens
MultimodalNo
Self-hostNo
Choose Solar Pro 3 for the lower output price ($0.6/M vs $8/M). Choose o3 if you need the larger 200K context window.

o3 vs Solar Pro 3 specs

Speco3Solar Pro 3Winner
MakerOpenAIUpstage
TypeProprietaryProprietary
Context window200K tokens131K tokenso3
Input price$2/M$0.15/MSolar Pro 3
Output price$8/M$0.6/MSolar Pro 3
Vision / multimodalYesNoo3
Tool / function callingYesYes= Tie
Self-hostableNo (API only)No (API only)
LicenseProprietaryProprietary

Price gap & when to choose each

13×cheaper per output token

Solar Pro 3 is ~13× cheaper than o3 on output tokens ($0.6 vs $8 per M tokens).

Choose o3 if…
  • You want frontier performance through a managed API
  • You need the longer 200K context window
  • You value reliability & ecosystem
  • You don't want to manage infrastructure
Choose Solar Pro 3 if…
  • You want frontier performance through a managed API
  • You want the lower output price
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

Capabilityo3Solar Pro 3
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: o3 vs Solar Pro 3

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

Solar Pro 3 delivers 5.1× more intelligence per dollar.
o3
Solar Pro 3
Intelligence index
20.2
7.8
Math index
88.3
GPQA
82.7%
72.4%
MMLU-Pro
85.3%
Humanity's Last Exam
20.1%
10.3%
Long Context Reasoning
74.7%
32.3%
LiveCodeBench
80.8%
MATH-500
99.2%
AIME
90.3%
AIME 2025
88.3%
IFBench
71.4%
71.2%
τ²-Bench
80.7%
86.3%
Terminal-Bench Hard
37.1%
7.6%
Coding index
16.2
SciCode
25.5%
τ-Bench Banking
8.7%
Terminal-Bench
12%
Speed
114.5 tok/s
157.2 tok/s
Latency
6.58s
1.33s
Intelligence per $
5.8
29.8

Benchmark data by Artificial Analysis.

How o3 and Solar Pro 3 score

🤝 Neck and neck on these criteria (3.0 vs 2.9 / 5).
Criteriono3Solar Pro 3
Cost-efficiency3.55.0
Context window4.03.5
Openness1.51.5
Self-hosting1.01.0
Multimodality5.03.5

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

o3 Paid

OpenAI · Proprietary

o3 is a well-rounded and powerful model across domains. It sets a new standard for math, science, coding, and visual reasoning tasks. It also excels at technical writing and instruction-following....

Solar Pro 3 Paid

Upstage · Proprietary

Solar Pro 3 is Upstage's powerful Mixture-of-Experts (MoE) language model. With 102B total parameters and 12B active parameters per forward pass, it delivers exceptional performance while maintaining computational efficiency. Optimized...

Other models in these families

These variants are tracked but not compared here — one page per family keeps the comparison readable.

Other variants tracked
o3 Proo3 (batch)o3 Minio3 Mini (batch)o3 Mini High

Frequently asked questions

o3 vs Solar Pro 3 — which is cheaper?

Solar Pro 3 is cheaper on output ($0.6/M vs $8/M).

Which has the larger context window?

o3 offers the larger context window (200K tokens).

o3 vs Solar Pro 3 — which should I pick in 2026?

Choose Solar Pro 3 for the lower output price ($0.6/M vs $8/M). Choose o3 if you need the larger 200K context window.

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