Sold by: ThalosForge, Inc
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Enterprise optimization engines delivering 100-1000x speedup over traditional solvers for high-dimensional, constrained, and multi-objective problems.
Overview
ThalosForge Optimization Suite provides five battle-tested optimization engines for problems where standard solvers fail.
Engines Included:
- QuantumJolt - Adaptive SPSA for high-dimensional optimization (100-1000+ dimensions)
- Spiral Swarm DSS - Deterministic solver with zero hyperparameters, 100% reproducible
- Kestrel Pro - Constrained multi-objective optimization with NSGA-II
- QuantumEdge - Pareto-optimal multi-objective optimization (2-10 objectives)
- DRD (Dual-Radial Descent) - Non-convex optimization for rugged landscapes
Use Cases:
- Hyperparameter tuning for ML models
- Supply chain and logistics optimization
- Portfolio optimization and risk management
- Engineering design optimization
- Resource allocation and scheduling
Performance: 100-1000x faster than SciPy, Gurobi on benchmark problems. Deterministic option available for regulatory compliance.
Highlights
- Hyperparameter tuning for ML models
- Supply chain and logistics optimization
- Portfolio optimization and risk management
Details
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Leverage AWS CloudFormation templates to reduce the time and resources required to configure, deploy, and launch your software.
Pricing
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/unit |
|---|---|---|
Optimization API Call | Per optimization call using QuantumJolt, DSS, Kestrel, QuantumEdge, or DRD engines | $0.25 |
Dimensions summary
This listing uses one usage-based pricing dimension. You pay per optimization API call, with no upfront commitment or fixed term. Each call runs on one of five optimization engines: QuantumJolt, DSS, Kestrel, QuantumEdge, or DRD. The engine you choose depends on your problem type, but the price is the same per call regardless of engine. Your total cost scales directly with how many optimization calls you make. There are no tiers or instance sizes to select. Costs rise and fall with your actual usage each billing period.
Top-of-mind questions for buyers
One call is a single request to the optimize() function using an engine like QuantumJolt, DSS, or Kestrel. Each run of a problem counts as one call. Iterations inside a single optimization run do not bill separately. The number of function evaluations within a run does not change the call count.
No. The price is the same per call across QuantumJolt, DSS, Kestrel, QuantumEdge, and DRD engines. A high-dimensional problem and a simple one both count as one call. Problem complexity, dimensions, and evaluation count do not raise the per-call charge. Only the number of calls affects your bill.
Each call to the optimize() function counts toward billing when it runs, regardless of whether it converges. The result object reports convergence status and a termination message. A run that finishes without meeting the goal still consumes one call. This detail is not fully specified; confirm failure handling with the vendor.
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Vendor refund policy
ThalosForge offers refunds for unused prepaid amounts within 30 days of purchase. Usage-based charges are non-refundable as they reflect actual API consumption. For technical issues preventing service use, contact support@thalosforge.com within 7 days for credit consideration. Refund requests: support@thalosforge.com or visit <www.thalosforge.com/contact >
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Delivery details
Supported services:
- Amazon Bedrock AgentCore
API-Based Agents & Tools
API-Based Agents and Tools integrate through standard web protocols. Your applications can make API calls to access agent capabilities and receive responses.
Additional details
Usage instructions
API
Getting Started
1. Get Your API Key
After subscribing on AWS Marketplace, you'll be automatically redirected to our registration page where your API key will be displayed.
Save your API key immediately - it's only shown once.
Your API key will look like: tf_aws_marketplace_xxxxxxxxxx
2. Make API Calls
Include your API key in the X-API-Key header for all requests.
Example: Optimize Function
Response:
{ "best_value": -4.45e-2, "best_point": [0.00012, -0.00008, 0.00003], "evaluations": 2847, "time_seconds": 1.23 }Example: Multi-Objective Pareto Optimization
Response:
{ "pareto_front": [[0.1, 0.9], [0.2, 0.8], ...], "n_evaluations": 10000 }Example: Non-Convex Optimization
Response:
{ "best_value": -2.13, "best_point": [0.0001, -0.0002, ...], "n_evaluations": 32000 }3. Objective Expressions
Write math expressions using:
- x - current point (array)
- n - number of dimensions
- Functions: sum, prod, mean, abs, sqrt, exp, log, sin, cos, tan
- Constants: pi, e
Examples:
"sum(x**2)" # Sphere "10*n + sum(x**2 - 10*cos(2*pi*x))" # Rastrigin "sum(100*(x[1:]-x[:-1]**2)**2 + (1-x[:-1])**2)" # Rosenbrock4. Pricing
You pay only for what you use:
- Optimizations: $0.25 per optimization
- Control Operations: $0.20 per operation
- Neuromorphic Decisions: $0.08 per decision
Usage is automatically metered and billed through AWS Marketplace monthly.
Support
Email: support@thalosforge.com
Support
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