Amdahl vs Gong
Gong captures sales calls. Amdahl evals your GTM drafts against those calls, plus CRM and support, with citations.
Gong records conversations. It scores the rep. It flags deal risk. That is its job and it is good at it.
Amdahl is the eval layer for GTM Engineers. It uses Gong calls alongside CRM and support to score messaging, content, and outbound against won, lost, and stalled deals, and cites the evidence behind each mark.
We are not replacing Gong. Most of our customers pay for both. Gong captures. Amdahl evals what you ship from that capture.
The one sentence version
Gong captures. Amdahl evals the draft.
Side by side
| Dimension | Amdahl | Gong |
|---|---|---|
| Primary use case | Eval GTM drafts against customer evidence with citations | Rep coaching and deal risk |
| Primary buyer | GTM Engineer, PMM, founder, head of growth | VP Sales, Revenue Operations |
| Data sources | Gong, Fathom, HubSpot, Salesforce, Slack, email, tickets, Notion, and any other source | Sales calls and meetings, with some CRM |
| Output format | Score, gaps, and cited evidence behind each mark | Call summaries, scorecards, deal views |
| Citations | Per-claim citation to the exact source | Per-call timestamp |
| Eval against won / lost / stalled | Yes. Drafts scored against deal outcomes | Not a feature |
| Agent access (MCP) | Native MCP server. Any agent can query | API for integrations, no public MCP surface |
| Pricing model (rough) | Seat-based with a flat platform fee. Typically 30 to 60 percent lower total | $1,300 to $1,600 per user per year plus $5k to $50k platform fee |
| Best for | Teams that generate GTM with AI and need an eval layer | Sales leaders running a sales organization |
| Works with the other one? | Yes. Amdahl sits above Gong as a source | Yes. Gong calls flow into Amdahl nightly |
Gong 2026 pricing from public sources (Oliv, MarketBetter, Outdoo). Amdahl pricing via customer contracts.
I thought Gong did what you guys did. It doesn't.
It pulls from Gong calls and transcripts and whatnot. So it is very relevant what is being talked about in sales conversations.
When to buy Amdahl
- 01
You need to score AI GTM drafts against customer evidence
- 02
You need citations back to Gong, CRM, and support
- 03
You need an MCP layer so agents can run the same eval
- 04
Your buyer is a GTM Engineer, PMM, founder, or head of growth
When to buy Gong
- 01
You need sales call recording and transcription
- 02
You need rep coaching and MEDDIC scorecards
- 03
You need deal-level risk flags and forecast views
- 04
Your buyer is in sales leadership or Revenue Operations
Where they split
- 01
You score AI GTM drafts against customer evidence.
Your team ships messaging, content, and outbound with AI. You need to know whether a draft holds against won, lost, and stalled deals, with citations. Paste the hero line or the battle card claim. Get a score, gaps, and the calls behind each mark. Gong will not do this. It was not built to. Amdahl was.
- 02
You are a VP Sales coaching ten reps.
You need to know which rep missed MEDDIC on the Acme call last Tuesday. You need scorecards. You need deal-level risk flags. You need a sales leader view that lines up every open opportunity with the last meaningful customer signal on it. Gong does this natively. It is the category leader for a reason. Amdahl does not replace any of this and does not try to. Buy Gong.
- 03
You run a GTM team of more than ten people.
Sales needs coaching and deal rooms. GTM engineers need to eval the drafts AI is shipping. Gong handles sales. Amdahl scores messaging, content, and outbound against those calls plus CRM and support. Most of our customers run both and do not plan to change that.
Frequently asked
Related comparisons
- CompareAmdahl vs ClaudeClaude drafts and reasons. Amdahl is the eval it runs against your customer evidence over MCP.
- CompareAmdahl vs Building it yourselfYou could build a GTM eval layer in six months with Claude and a RAG pipeline. Or you could score drafts Monday with Amdahl.
- CompareAmdahl vs ClayClay finds who to reach. Amdahl evals whether the message is backed by your customers.
See Amdahl on your own data.
claude plugin marketplace add amdahlco/amdahl-cookbook; claude plugin install amdahl-gtm@amdahl-cookbookOnce Amdahl is connected, see what you can try first