AI Models · Paid vs Paid

o3 Paid vs GPT-6 Sol Paid

o3 vs GPT-6 Sol 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
GPT-6 SolPaidOpenAI
$2 /M input
$10 /M outputManaged API (no infra to run)
TypeProprietary
Context window1.1M tokens
MultimodalYes
Self-hostNo
Choose o3 for the lower output price ($8/M vs $10/M). Choose GPT-6 Sol if you need the larger 1.1M context window.

o3 vs GPT-6 Sol specs

Speco3GPT-6 SolWinner
MakerOpenAIOpenAI–
TypeProprietaryProprietary–
Context window200K tokens1.1M tokensGPT-6 Sol
Input price$2/M$2/M= Tie
Output price$8/M$10/Mo3
Vision / multimodalYesYes= Tie
Tool / function callingYesYes= Tie
Self-hostableNo (API only)No (API only)–
LicenseProprietaryProprietary–

Price gap & when to choose each

Choose o3 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
Choose GPT-6 Sol if…
  • You want frontier performance through a managed API
  • You need the longer 1.1M context window
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

Capabilityo3GPT-6 Sol
Open weights (downloadable)✗✗
Self-hostable✗✗
Runs fully offline✗✗
Vision / multimodal✓✓
Tool / function calling✓✓
1M+ context window✗✓

Benchmarks: o3 vs GPT-6 Sol

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

GPT-6 Sol delivers 2.1× more intelligence per dollar.
o3
GPT-6 Sol
Intelligence index
20.2
47.6
Math index
88.3
–
GPQA
82.7%
–
MMLU-Pro
85.3%
–
Humanity's Last Exam
20.1%
47.9%
Long Context Reasoning
74.7%
83.7%
LiveCodeBench
80.8%
–
MATH-500
99.2%
–
AIME
90.3%
–
AIME 2025
88.3%
–
IFBench
71.4%
–
τ²-Bench
80.7%
–
Terminal-Bench Hard
37.1%
–
SciCode
–
57.6%
Speed
119.3 tok/s
0 tok/s
Latency
5.43s
0s
Intelligence per $
5.8
11.9

Benchmark data by Artificial Analysis.

How o3 and GPT-6 Sol score

🤝 Neck and neck on these criteria (3.0 vs 3.2 / 5).
Criteriono3GPT-6 Sol
Cost-efficiency3.53.5
Context window4.05.0
Openness1.51.5
Self-hosting1.01.0
Multimodality5.05.0

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....

GPT-6 Sol Paid

OpenAI · Proprietary

GPT-6 Sol is the cost-efficient high-end model in OpenAI's GPT-6 series, positioned below the flagship GPT-6 Astra and above the fast GPT-6 Luna tier. It is suited for demanding professional...

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 GPT-6 Sol — which is cheaper?

o3 is cheaper on output ($8/M vs $10/M).

Which has the larger context window?

GPT-6 Sol offers the larger context window (1.1M tokens).

o3 vs GPT-6 Sol — which should I pick in 2026?

Choose o3 for the lower output price ($8/M vs $10/M). Choose GPT-6 Sol if you need the larger 1.1M context window.

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