GoSearch vs LangChain (2026): Pricing, Features & Verdict
LangChain is our pick, scoring 7.6/10 against 7.1/10 for GoSearch on our AI Software criteria. Its biggest advantage: higher Analytics score (9/10 vs 5/10). For 10 users, GoSearch is free, against $390/mo for LangChain; both GoSearch and LangChain have a free plan.
Last updated: November 2026
GoSearch
7.1/10
GoSearch is an AI enterprise search platform that lets employees search and chat over company apps, and build agents and no-code workflows.
LangChain
7.6/10
LangChain offers open-source frameworks (LangChain, LangGraph, Deep Agents) plus the paid LangSmith platform. Developers use them to build, evaluate, deploy and monitor LLM agents.
Feature-by-Feature Comparison
| Feature | | |
|---|---|---|
| Scores | ||
| Overall Rating | 7.1/10 | 7.6/10 |
| Integration | 8/10 | 10/10 |
| Analytics | 5/10 | 9/10 |
| Customization | 6/10 | 10/10 |
| Ease of Use | 8/10 | 4/10 |
| Support | 7/10 | 6/10 |
| Cost | 7/10 | 7/10 |
| Scalability | 7/10 | 8/10 |
| Security | 8/10 | 8/10 |
| Output Quality | 7/10 | 7/10 |
| Pricing | ||
| Free plan | Yes | Yes |
| Cheapest paid plan | $20/user/mo Pro | $39/user/mo Plus |
| Estimated cost for 10 users | Free Free | $390/mo Plus |
| Features | ||
| AI Agents | ||
| API Access | ||
| Chatbots | ||
| Enterprise Controls | ||
| Knowledge Base Search | ||
| Private Deployment | ||
| Text Generation | ||
| Workflow Automation | ||
GoSearch vs LangChain cost by team size
GoSearch and LangChain cost the same at 1 user; GoSearch costs less from 5 users.
| Team size | GoSearch | LangChain |
|---|---|---|
| 1 user | FreeFree | FreeDeveloper |
| 5 users | FreeFree | $195/moPlus |
| 10 users | FreeFree | $390/moPlus |
| 25 users | FreeFree | $975/moPlus |
| 50 users | FreeFree | $1,950/moPlus |
The plan that fits each team size, billed monthly, before add-ons and usage charges. Each cost opens that tool's pricing calculator for the team size.
Who GoSearch and LangChain suit
GoSearch fits small business better; LangChain fits enterprise better.
| Audience | GoSearch | LangChain |
|---|---|---|
| Small Business | 8/10There is a free tier, and the self-serve Pro plan at $20 per user has no seat minimum. | 3/10Non-technical small businesses would need developers to get value from it, since it is a code-first framework rather than a ready-made app. |
| Enterprise | 6/10The Enterprise tier offers SSO/SCIM, audit logs and BYO cloud, but the product has fewer reviews and less depth than Glean. | 8/10Enterprise plans add self-hosting or BYOC, SAML SSO, SCIM, RBAC and ABAC, audit logs, and SOC 2 Type 2 and ISO 27001 controls. Named customers include Klarna, Workday and Cisco. |
| IT Teams | 6/10SSO, SCIM, audit logs and the option to deploy in your own cloud support IT control. | 6/10Governance tools such as the LLM gateway, spend limits and self-hosting help IT, but building agents still needs engineering skills. |
| Startups | 8/10Teams can sign up for free and connect their apps quickly. | 8/10The open-source frameworks and free Developer plan are cheap to start with, and a startup program offers up to $10,000 in credits for VC-backed companies. |
| Customer Support Teams | 5/10Cited answers drawn from the knowledge base can help agents find information. | Not rated |
| Developers | Not rated | 10/10The core products are Python and JavaScript frameworks plus a tracing and evaluation platform, built for engineers who write agent code. |
| Freelancers | 3/10The Free plan exists, but the product is built for company-wide knowledge. | Not rated |
| Healthcare | 5/10The vendor states HIPAA compliance with zero data retention. | Not rated |
| Mid-Market | 8/10It has more than 100 connectors and permission-aware search for teams with many apps. | Not rated |
| Remote Teams | 6/10Search and agents work inside Slack and Teams across connected apps. | Not rated |
| SaaS Companies | Not rated | 8/10SaaS firms such as monday.com, Rippling and Clay use it to ship agent features and run evals in production. |
Which One Should You Choose?
Why choose GoSearch
- Lower estimated cost for 10 users: Free vs $390/mo
- Higher Ease of Use score (8/10 vs 4/10)
- Higher Support score (7/10 vs 6/10)
- Better fit for small business (8/10 vs 3/10)
Why choose LangChain
- Higher Analytics score (9/10 vs 5/10)
- Higher Customization score (10/10 vs 6/10)
- Better fit for enterprise (8/10 vs 6/10)
Pros & Cons
GoSearch
Pros
- The Free plan and the $20 per user Pro plan let small teams start without talking to sales.
- More than 100 connectors, including MCP and custom ones, and search results respect existing app permissions.
- Agents and workflows can be built without code and run inside Slack and Teams.
- The vendor states SOC 2 Type II, GDPR, CCPA and HIPAA compliance, with zero data retention.
- G2 reviewers praise its fast, accurate search and quick setup.
Cons
- SSO/SAML, audit logs, the API and BYO cloud are only available on the custom-priced Enterprise plan.
- The Free plan's limit of 10 searches and 3 AI queries per day is too low for real evaluation by a whole team.
- There are few independent reviews: about 21 on G2 and very few on Capterra.
- Reviewers mention limited filters and customization, and occasional slowness or bugs.
- Analysts say its analytics and connector depth for niche systems trail Glean-class suites.
LangChain
Pros
- The open-source frameworks are free and offer over 1,000 integrations across model providers, vector stores and tools, so teams can switch LLM vendors without rewriting code.
- LangSmith tracing, datasets and online evaluations are widely praised by practitioners, even by teams that don't use the LangChain framework.
- The full deployment range of SaaS in US, EU or APAC regions, BYOC, or self-hosted suits regulated buyers.
- Security credentials include SOC 2 Type 2, ISO 27001, GDPR and HIPAA compliance, with audit reports and a DPA available in the Trust Center.
- A low entry price: the free Developer seat includes 5k traces a month, and Plus is $39 per seat.
- Since the October 2025 1.0 release, the team has committed to no breaking changes until 2.0, which addresses a long-standing stability complaint.
Cons
- Practitioners report that layered abstractions make debugging and production tuning hard, and some teams drop the framework for raw provider SDKs.
- Breaking changes across the 0.x releases forced costly migrations, and documentation is described as large but inconsistent, with outdated examples.
- Usage billing in LangSmith Units for traces, deployments, sandboxes and Fleet runs makes monthly costs hard to forecast, and the pricing page gives no per-trace dollar rate.
- Default chains can make several LLM calls per query, which raises token costs above what teams expect.
- Building agents needs real engineering skill, with a reported onboarding curve of several weeks for new engineers.
- Some community members worry the open-source roadmap is leaning toward the paid LangSmith product.
Not sold on either?
Frequently Asked Questions
LangChain scores higher on our AI Software criteria: 7.6/10 against 7.1/10 for GoSearch. The largest gap is in Analytics: 5/10 for GoSearch and 9/10 for LangChain.
GoSearch costs less for 10 users: free on its Free plan, against about $390/mo on its Plus plan for LangChain, billed monthly.
Yes, both GoSearch and LangChain have a free plan.
GoSearch is the better fit for small business: we rate it 8/10 for them, against 3/10 for LangChain.
