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All comparisons
CRM-native agents

Krazimo vs Salesforce Agentforce

Priced per action, in credits, with a per-user licence underneath. A different unit, a different job, and a bill that is harder to forecast.

A run, not an action

One question in, one governed answer out — however many steps it takes.

No per-seat licence

Console access is not metered. Reading the evidence trail should not cost extra.

Not tied to a CRM

Your library is a document tree, wherever it lives.

The unit is an action, and actions add up

Agentforce is bought in Flex Credits: $500 per 100,000 Flex Credits1, and 20 Flex Credits per Agentforce action2. That works out at ten cents an action. The thing to hold on to is that an action is not a conversation and not a question — updating a record, running a prompt, summarising a case are each one. A single customer question that touches three records is three actions before anybody has answered anything.

And there is a licence underneath it

Salesforce also lists $5 per user, per month, on top of Flex Credits3. Our comparison chart counts actions only and leaves that licence out, which understates what Agentforce costs rather than overstating it. We would rather err in that direction: a competitor correcting our arithmetic in public would cost us more than the point we would have won.

One number we deliberately do not multiply

Salesforce also sells at $2 per conversation4. A conversation holds several turns, so multiplying that against a turn count would overstate them several times over. It is on this page because you should know it exists; it is not on our chart because using it there would be arithmetic we could not defend.

Different jobs, honestly

If the work is inside Salesforce — updating records, routing cases, acting on CRM objects — then a CRM-native agent has a real advantage that nothing here replaces. What we are built for is answering from a library you own, with a citation on the page it read, a refusal when the library does not reach, and a version a compliance owner can sign. Those are different products, and a buyer choosing between them on price alone is comparing the wrong thing.

The arithmetic

Ten cents an action, and the count is the risk

At $500 per 100,000 Flex Credits1 and 20 Flex Credits per Agentforce action2. An action costs ten cents. Five thousand actions is $500 against our $99 — before the per-user licence, which we have left out. The forecasting problem is not the rate, it is that a question does not map to one action, so the number you are budgeting is a count nobody can predict from question volume alone.

Our unit is deliberately the other way round: one agent turn is one run whether it walks two steps or eight, so the length of a question is our cost to manage rather than yours to forecast.

Depending on who is asking
RevOps

“Our processes live in Salesforce.”

Then a CRM-native agent is doing a job this does not do. The question is whether your governed answers should also live there.

Compliance

“What did it read?”

A citation that lands on the document, plus deterministic guards reported by name and a version pinning library, policy, suite and model.

Finance

“What will it cost next month?”

A flat run rather than a count of actions, and no per-seat licence, so the forecast does not depend on how many steps a question happens to need.

What Salesforce Agentforce publishes

Every line here is a figure from their own page, with the wording it was read from in the footnotes. Nothing in this table is our characterisation of their product.

 CRM-native agents
Flex Credits$500 per 100,000 credits1
Per action20 Flex Credits2
Per conversation$24
User licence$5 per user, per month3
Platform fee at 5,000 billable units a month

Their published action rate against our plan. Their per-user licence is left out, which understates them — we would rather err in that direction.

AgentforceKrazimo Studio
$0$300$600Agentforce — $0.10 per action: $500 a monthAgentforce$0.10 per action$500Krazimo Studio — Starter plan: $99 a monthKrazimo StudioStarter plan$99
How Krazimo Studio is built

Our own architecture, stated as such. Whether it is better than the alternative is your call to make; these are the facts you would be deciding on.

  • Retrieval navigates a named index — no embedding step, and no vector store to run or re-index
  • A path no listing offered is refused by the tool itself, before any text is generated
  • Guards are deterministic rules on the finished answer, each reported by name with its reason
  • One version pins the library, the policy, the evaluation suite and the model, and can be restored
  • Usage is returned on the call that incurred it — the same number that bills
  • Unlimited agents on every plan, and no share of your model spend
Questions we get

Is $0.10 per action your number or theirs?

It follows from two figures they publish: a pack of 100,000 Flex Credits at $500, and 20 credits per Agentforce action. Both are quoted and linked below.

Why leave the user licence out of the chart?

Because including it raises their figure, and we would rather understate a competitor than be corrected for overstating one.

Should we use both?

Quite possibly. Acting on CRM records and answering from a governed library are different jobs, and nothing here stops you doing the second while Salesforce does the first.

Sources

Every external figure on this page, with the wording it was read from and the date it was read. Competitor prices change; if one of these is out of date, tell us and it gets corrected here rather than argued about.

  1. 1Salesforce, Agentforce pricing

    “$ 500 USD/Per 100k Credits”

  2. 2Salesforce, Agentforce pricing

    “Agentforce actions are 20 Flex Credits, while Agentforce Voice actions are 30 Flex Credits.”

  3. 3Salesforce, Agentforce pricing

    “$ 5 USD/User/Month (Requires Flex Credits)”

  4. 4Salesforce, Agentforce pricing

    “$ 2 USD/Per conversation”

Every number on this page has a source. That is the product, in a different medium.

$99 a month to start. Unlimited agents, no share of your model spend, and a record a compliance owner can sign.