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Ultramarine 1 Flash

Original article
paperinstruments.com|353 points|103 comments|by i_rush_carriers|Oct 15, 2026

Ultramarine 1 Flash

Developed by Paper Instruments, Ultramarine 1 Flash is an open-weights model engineered specifically for high-stakes professional environments. It delivers Fable-class performance across critical knowledge-work domains, including operations, consulting, law, and finance.

"Ultramarine 1 Flash is designed for professional work, bridging the gap between efficiency and elite-level expertise."

🚀 Availability & Resources

  • Ultramarine API →\rightarrow→ Available Now
  • Technical Report →\rightarrow→ Read More
  • Model Weights →\rightarrow→ Available Now Coming Soon

📊 Performance Benchmarks

Ultramarine 1 Flash competes at the highest level of professional AI. Below is the performance breakdown across six key industry benchmarks:

BenchmarkUltramarine 1 FlashGemini 3.8 FlashDeepSeek V4.1 FlashClaude Fable 5GLM-5.3 FlashKimi K3GPT-5.6 Sol
JobBench62.960.660.457.456.354.345.4
PI Knowledge Work59.349.447.957.852.051.255.1
FrontierFinance53.350.046.049.250.746.446.8
AutomationBench50.247.351.346.248.846.745.8
DiligenceBench50.653.150.352.948.250.450.0
APEX-Agents 1.157.064.339.563.652.850.651.5

⚡ Token Efficiency

Ultramarine 1 Flash doesn't just work better; it works faster by being more concise. Compared to its base model, GLM-5.3 Flash, it achieves superior results while generating fewer tokens.

Token Consumption Comparison:

  • GLM-5.3 Flash: 32.7M32.7\text{M}32.7M tokens
  • Ultramarine 1 Flash: 30.5M30.5\text{M}30.5M tokens
  • Net Reduction: Δ=−6.5%\Delta = -6.5\%Δ=−6.5%

(Note: Where GLM-5.3 Flash scores are public, token counts are derived from internal runs approximating those scores.)


💰 The Cost-Quality Frontier

Ultramarine 1 Flash redefines the value proposition for professional AI, offering elite performance for a fraction of the cost.

Economic Comparison (PI Knowledge Work)

At a cost of $0.13 per task, Ultramarine 1 Flash outperforms:

  1. Claude Fable 5 (max): $8.19/task
  2. GPT-5.6 Sol (max): $2.09/task

It remains highly competitive with top-tier models, trailing Claude Opus 5.5 (6.96/task)and∗∗GPT−6Sol∗∗(6.96/task) and **GPT-6 Sol** (6.96/task)and∗∗GPT−6Sol∗∗(1.26/task) by fewer than three points.

API Pricing Structure

Token TypePrice (per million tokens)
Input$0.15
Cached Input$0.03
Output$0.50

🛠️ Deep Dive: PI Knowledge Work

The PI Knowledge Work benchmark is a proprietary internal evaluation focusing on real-world professional outputs.

What it tests:

  • Generation of finished Excel workbooks
  • Creation of PowerPoint decks
  • Drafting of Word documents
  • Integration with live business systems (e.g., ERP and MES)

Evaluation Methodology: Each task is graded via a strict rubric based on:

  • Substance
  • Accuracy
  • Presentation

The validity of this benchmark is supported by its strong correlation with the Artificial Analysis Intelligence Index: r=0.81r = 0.81r=0.81

Cost vs Score Chart


🖋️ Client-Ready Output

Ultramarine 1 Flash is not just a reasoning engine; it is crafted with a "sense of client readiness." This means the model avoids fluff and focuses on producing:

  • Clean prose
  • Simple structures
  • Straightforward professional communication
{
  "model": "ultramarine-1-flash",
  "prompt": "Analyze the Q3 fiscal report for discrepancies.",
  "temperature": 0.2,
  "style": "professional_concise"
}