Lamini VS Spanly
Compare Lamini VS Spanly, what is the difference between Lamini and Spanly?
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Summarize
Lamini summarize
Lamini is an LLM engine that allows any developer, not just machine learning experts, to train high-performing LLMs on large datasets using the Lamini library. We exist, so every developer can have the superpowers that took the world from GPT-3 to ChatGPT.
Lamini Landing Page
Spanly summarize
Soon, more agents than humans will use your product via MCP. Spanly gives you full observability on the MCP server you ship: error rates, session traces, latency, client analytics, deploy alerts. Drop-in CLI or SDK. US & EU data residency. Built for SaaS engineering teams shipping MCP in production, alongside the Datadog, Sentry, or New Relic you already run.
Spanly Landing Page
Compare Details
Lamini details
| Categories | Large Language Models (LLMs), AI Developer Tools, AI Agent, AI Text Classifier |
| Lamini Website | https://lamini.ai?utm_source=toolify |
| Added Time | May 13 2023 |
| Lamini Pricing | -- |
Spanly details
| Categories | Large Language Models (LLMs), AI Monitor, AI Developer Tools |
| Spanly Website | https://www.spanly.com?utm_source=toolify |
| Added Time | June 30 2026 |
| Spanly Pricing | -- |
Comparison of usage
How to use Lamini?
Use the Lamini library to train high-performing LLMs on large datasets. Install Lamini on-premise or on your cloud environment. Utilize built-in best practices for specializing LLMs on your proprietary data to improve performance and accuracy.
How to use Spanly?
To use Spanly, you can integrate it into your MCP server by dropping the open-source SDK into your TypeScript or Python code, wrapping your server binary using the Spanly CLI, or deploying it as a Docker sidecar. Once configured with your API key, it automatically captures and traces all MCP-shaped traffic, allowing you to view analytics, errors, and session traces directly via the web dashboard or from your IDE using Spanly's built-in MCP server.
Compare Pros between Lamini and Spanly
Core features of Lamini
- LLM fine-tuning
- Hallucination reduction
- Memory RAG
- Classifier Agent Toolkit
- Text-to-SQL agent building
- Function calling
- Secure deployment (on-premise, VPC, air-gapped)
Core features of Spanly
- Protocol-aware tracing capturing full JSON-RPC payloads (arguments, results, errors)
- Real-time session tracking grouping requests end-to-end
- Comprehensive performance metrics broken down by p50, p95, and p99 durations
- Automated error tracking and grouping across servers and clients
- US & EU regional data residency options with GDPR-friendly architecture
- IDE integration allowing engineers to search traces and triage errors from tools like Claude Code or Cursor
Compare Use Cases
Use cases for Lamini
- Building highly accurate text-to-SQL agents
- Automating manual classification tasks
- Connecting to external tools and APIs
- Factual reasoning chatbots
- Code assistants
- Customer service agents
Use cases for Spanly
- Monitoring production MCP server error rates and performance bottlenecks
- Debugging failing tool calls by inspecting full payload arguments and response details directly
- Tracking down bad deployments by splitting performance metrics out by server and client versions
- Correlating AI agent interactions and sessions across complex multi-turn tool calling workflows
Different Plan between Lamini and Spanly
Lamini
$0.50/1M tokens (inference), $0.50/step (tuning)
Pay as you go, new users get $300 free credit.
Custom
Dedicated GPUs from Lamini's cluster, unlimited tuning and inference.
Custom
Run Lamini in your own secure environment, pay per software license.
Spanly
$0/mo
100,000 MCP requests included (soft cap with sampling). Includes 30 days data retention, 2 seats, and multi-region ingestion. Designed for teams evaluating Spanly on a single server.
$41/mo
Billed annually at $492. Includes 100,000 MCP requests (overage from $6.00/100k decreasing with volume), 90 days data retention, unlimited seats, up to 10 alert rules, and public dashboards.
$210/mo
Billed annually at $2,520. Includes 100,000 MCP requests (overage from $6.00/100k decreasing with volume), 12 months data retention, unlimited seats, up to 100 alert rules, public dashboards, SAML & OIDC single sign-on, audit logs, and priority support.
$125/mo
Locked for 12 months for the 2026 cohort. Includes 1,000,000 requests, all Business features, a direct Slack Connect channel with the founder, roadmap input, and early access to new features in exchange for a monthly feedback call.
Custom Pricing
For volumes above 30M requests/month. Offers a custom per-request rate below $5.00/100k, dedicated support, and custom retention configurations.
Lamini's traffic
Lamini is the one with 4.4K monthly visits and 00:00:33 Avg.visit duration. Lamini has a Page per visit of 1.74 and a bounce rate of 36.63%.
Visit Over Time
| Monthly Visits | 4.4K |
| Avg·visit Duration | 00:00:33 |
| Page per Visit | 1.74 |
| Bounce Rate | 36.63% |
Spanly's traffic
Spanly is the one with 0 monthly visits and 00:00:00 Avg.visit duration. Spanly has a Page per visit of 0.00 and a bounce rate of 0.00%.
Visit Over Time
| Monthly Visits | 0 |
| Avg·visit Duration | 00:00:00 |
| Page per Visit | 0.00 |
| Bounce Rate | 0.00% |
Geography
The top 2 countries/regions for Lamini are:United States 67.75%, India 32.25%
Top 2 Countries/regions
 | 67.75% |
 | 32.25% |
Geography
Sorry, there are no data
Traffic Sources
The 6 main sources of traffic to Lamini are:Mail 0, vs_sourcesGenAi 0, Direct 0, vs_sourcesAffiliate 0, Referrals 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0
Mail | 0 |
vs_sourcesGenAi | 0 |
Direct | 0 |
vs_sourcesAffiliate | 0 |
Referrals | 0 |
vs_sourcesDisplayAds | 0 |
vs_sourcesSearchPaid | 0 |
vs_sourcesSocialPaid | 0 |
vs_sourcesSearchOrganic | 0 |
vs_sourcesSocialOrganic | 0 |
Traffic Sources
The 6 main sources of traffic to Spanly are:Mail 0, vs_sourcesGenAi 0, Direct 0, vs_sourcesAffiliate 0, Referrals 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0
Mail | 0 |
vs_sourcesGenAi | 0 |
Direct | 0 |
vs_sourcesAffiliate | 0 |
Referrals | 0 |
vs_sourcesDisplayAds | 0 |
vs_sourcesSearchPaid | 0 |
vs_sourcesSocialPaid | 0 |
vs_sourcesSearchOrganic | 0 |
vs_sourcesSocialOrganic | 0 |
Which is better: Lamini or Spanly?
Lamini might be a bit more popular than Spanly.As you can see, Lamini has 4.4K monthly visits, while Spanly has 0 monthly visits. So more people choose Lamini. So the odds are that people will recommend Lamini more on social platforms.
Lamini has an Avg.visit duration of 00:00:33, while Spanly has an Avg.visit duration of 00:00:00. Also, Lamini has a page per visit of 1.74 and a Bounce Rate of 36.63%. Spanly has a page per visit of 0.00 and a Bounce Rate of 0.00%.
The main users of Lamini are United States, India, with the following distribution: 67.75%, 32.25%.
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