AI Models · Paid vs Paid

GPT-5.2 Chat Paid vs Solar Pro 3 Paid

GPT-5.2 Chat 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.

GPT-5.2 ChatPaidOpenAI
$1.75 /M input
$14 /M outputManaged API (no infra to run)
TypeProprietary
Context window128K 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 $14/M). It also gives you the larger 131K context window.

GPT-5.2 Chat vs Solar Pro 3 specs

SpecGPT-5.2 ChatSolar Pro 3Winner
MakerOpenAIUpstage
TypeProprietaryProprietary
Context window128K tokens131K tokensSolar Pro 3
Input price$1.75/M$0.15/MSolar Pro 3
Output price$14/M$0.6/MSolar Pro 3
Vision / multimodalYesNoGPT-5.2 Chat
Tool / function callingYesYes= Tie
Self-hostableNo (API only)No (API only)
LicenseProprietaryProprietary

Price gap & when to choose each

23×cheaper per output token

Solar Pro 3 is ~23× cheaper than GPT-5.2 Chat on output tokens ($0.6 vs $14 per M tokens).

Choose GPT-5.2 Chat if…
  • You want frontier performance through a managed API
  • 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 need the longer 131K context window
  • You want the lower output price
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilityGPT-5.2 ChatSolar Pro 3
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: GPT-5.2 Chat vs Solar Pro 3

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

Solar Pro 3 delivers 8.5× more intelligence per dollar.
GPT-5.2 Chat
Solar Pro 3
Intelligence index
17
7.8
Math index
51
GPQA
71.2%
72.4%
MMLU-Pro
81.4%
Humanity's Last Exam
8%
10.3%
Long Context Reasoning
45.7%
32.3%
LiveCodeBench
66.9%
AIME 2025
51%
IFBench
47.4%
71.2%
τ²-Bench
46.5%
86.3%
τ-Bench Banking
11.1%
8.7%
Terminal-Bench Hard
31.8%
7.6%
Coding index
16.2
SciCode
25.5%
Terminal-Bench
12%
Speed
0 tok/s
157.2 tok/s
Latency
0s
1.33s
Intelligence per $
3.5
29.8

Benchmark data by Artificial Analysis.

How GPT-5.2 Chat and Solar Pro 3 score

🤝 Neck and neck on these criteria (2.9 vs 2.9 / 5).
CriterionGPT-5.2 ChatSolar Pro 3
Cost-efficiency3.55.0
Context window3.53.5
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

GPT-5.2 Chat Paid

OpenAI · Proprietary

GPT-5.2 Chat (AKA Instant) is the fast, lightweight member of the 5.2 family, optimized for low-latency chat while retaining strong general intelligence. It uses adaptive reasoning to selectively “think” on...

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...

Frequently asked questions

GPT-5.2 Chat vs Solar Pro 3 — which is cheaper?

Solar Pro 3 is cheaper on output ($0.6/M vs $14/M).

Which has the larger context window?

Solar Pro 3 offers the larger context window (131K tokens).

GPT-5.2 Chat vs Solar Pro 3 — which should I pick in 2026?

Choose Solar Pro 3 for the lower output price ($0.6/M vs $14/M). It also gives you the larger 131K context window.

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