Compare variants

Two design variants of Meeting / Conversation Intelligence, delivering the same unit event by different designs. The comparison states what differs; it does not rank the designs.

Common unit event

Meeting Analysis Request

MEETING_ANALYSIS_REQUEST

One recorded meeting or conversation processed into a transcript-derived understanding, decisions, action items, insights, and written follow-up output.

Left

Complete

Deep Conversation Intelligence

A 60-minute recording, one transcription, deeper discussion analysis, structured-outcome extraction, a separate insight pass, a separate verification pass, and a detailed written follow-up.

Direct cost per meeting analysis request

Reference

0.7348 USD

Open scenariodv-deep-conversation-intelligence

Right

Complete

Standard Meeting Summary

A 30-minute recording, one transcription, one discussion-analysis pass, one structured-outcome extraction, no insight or verification pass, and a concise written follow-up.

Direct cost per meeting analysis request

Reference

0.20028 USD

Open scenariodv-standard-meeting-summary

No difference figure is shown

A difference between two prices is itself a price, and this surface derives none. The read model carries each variant’s own reference result and no comparison of them, so both figures are shown as they were produced and are read against each other by eye.

Shared assumptions

Inputs both variants carry with the same meaning. Everything compared below stands on these; where a shared input holds a different value in each variant, the row says so.

59 shared

Input	Deep Conversation Intelligence	Standard Meeting Summary
Analysis Instruction TokensDiffers`au-analyze-meeting-discussion.analysis_instruction_tokens`	1000TOKEN	800TOKEN
Cached Tokens`au-analyze-meeting-discussion.cached_tokens`	0TOKEN	0TOKEN
Analyze Discussion — offeringDiffers`au-analyze-meeting-discussion.commercial_offering`	ctxdex:offering:agent-makers:ctxdex-intelligence-4-pro	ctxdex:offering:agent-makers:ctxdex-intelligence-4-fast
Expected Discussion Analysis TokensDiffers`au-analyze-meeting-discussion.expected_discussion_analysis_tokens`	2000TOKEN	1000TOKEN
Analyze Discussion — mode`au-analyze-meeting-discussion.implementation_mode`	im-analyze-meeting-discussion-model	im-analyze-meeting-discussion-model
Meeting Metadata TokensDiffers`au-analyze-meeting-discussion.meeting_metadata_tokens`	500TOKEN	300TOKEN
Normalized Transcript TokensDiffers`au-analyze-meeting-discussion.normalized_transcript_tokens`	17500TOKEN	8500TOKEN
Analyze Discussion — occurrences`au-analyze-meeting-discussion.occurrence_count`	1UNIT	1UNIT
Cached Tokens`au-extract-meeting-outcomes.cached_tokens`	0TOKEN	0TOKEN
Extract Structured Outcomes — offeringDiffers`au-extract-meeting-outcomes.commercial_offering`	ctxdex:offering:agent-makers:ctxdex-intelligence-4-pro	ctxdex:offering:agent-makers:ctxdex-intelligence-4-fast
Discussion Analysis TokensDiffers`au-extract-meeting-outcomes.discussion_analysis_tokens`	2000TOKEN	1000TOKEN
Expected Outcomes TokensDiffers`au-extract-meeting-outcomes.expected_outcomes_tokens`	1400TOKEN	800TOKEN
Extraction Instruction TokensDiffers`au-extract-meeting-outcomes.extraction_instruction_tokens`	1000TOKEN	500TOKEN
Extract Structured Outcomes — mode`au-extract-meeting-outcomes.implementation_mode`	im-extract-meeting-outcomes-model	im-extract-meeting-outcomes-model
Normalized Transcript TokensDiffers`au-extract-meeting-outcomes.normalized_transcript_tokens`	17500TOKEN	8500TOKEN
Extract Structured Outcomes — occurrences`au-extract-meeting-outcomes.occurrence_count`	1UNIT	1UNIT
Cached Tokens`au-generate-meeting-insights.cached_tokens`	0TOKEN	0TOKEN
Discussion Analysis Tokens`au-generate-meeting-insights.discussion_analysis_tokens`	2000TOKEN	2000TOKEN
Expected Insight Tokens`au-generate-meeting-insights.expected_insight_tokens`	1800TOKEN	1800TOKEN
Generate Conversation Insights — mode`au-generate-meeting-insights.implementation_mode`	im-generate-meeting-insights-model	im-generate-meeting-insights-model
Insight Instruction Tokens`au-generate-meeting-insights.insight_instruction_tokens`	1100TOKEN	1100TOKEN
Meeting Outcomes Tokens`au-generate-meeting-insights.meeting_outcomes_tokens`	1400TOKEN	1400TOKEN
Normalized Transcript Tokens`au-generate-meeting-insights.normalized_transcript_tokens`	17500TOKEN	17500TOKEN
Generate Conversation Insights — occurrences`au-generate-meeting-insights.occurrence_count`	1UNIT	1UNIT
Normalize / Segment Transcript — mode`au-normalize-segment-meeting-transcript.implementation_mode`	im-normalize-segment-transcript-deterministic	im-normalize-segment-transcript-deterministic
Meeting Transcript TokensDiffers`au-normalize-segment-meeting-transcript.meeting_transcript_tokens`	17500TOKEN	8500TOKEN
Normalized Transcript TokensDiffers`au-normalize-segment-meeting-transcript.normalized_transcript_tokens`	17500TOKEN	8500TOKEN
Normalize / Segment Transcript — occurrences`au-normalize-segment-meeting-transcript.occurrence_count`	1UNIT	1UNIT
Segment CountDiffers`au-normalize-segment-meeting-transcript.segment_count`	140UNIT	60UNIT
Speaker CountDiffers`au-normalize-segment-meeting-transcript.speaker_count`	8UNIT	4UNIT
Cached Tokens`au-produce-meeting-followup.cached_tokens`	0TOKEN	0TOKEN
Produce Meeting Follow-up — offeringDiffers`au-produce-meeting-followup.commercial_offering`	ctxdex:offering:agent-makers:ctxdex-intelligence-4-pro	ctxdex:offering:agent-makers:ctxdex-intelligence-4-fast
Discussion Analysis TokensDiffers`au-produce-meeting-followup.discussion_analysis_tokens`	2000TOKEN	1000TOKEN
Expected Follow-up TokensDiffers`au-produce-meeting-followup.expected_followup_tokens`	3000TOKEN	1200TOKEN
Follow-up Instruction TokensDiffers`au-produce-meeting-followup.followup_instruction_tokens`	1100TOKEN	700TOKEN
Produce Meeting Follow-up — mode`au-produce-meeting-followup.implementation_mode`	im-produce-meeting-followup-model	im-produce-meeting-followup-model
Meeting Insights TokensDiffers`au-produce-meeting-followup.meeting_insights_tokens`	1800TOKEN	0TOKEN
Meeting Outcomes TokensDiffers`au-produce-meeting-followup.meeting_outcomes_tokens`	1400TOKEN	800TOKEN
Normalized Transcript Context TokensDiffers`au-produce-meeting-followup.normalized_transcript_context_tokens`	17500TOKEN	8500TOKEN
Produce Meeting Follow-up — occurrences`au-produce-meeting-followup.occurrence_count`	1UNIT	1UNIT
Verification Notes TokensDiffers`au-produce-meeting-followup.verification_notes_tokens`	1200TOKEN	0TOKEN
Receive Meeting Recording — mode`au-receive-meeting-recording.implementation_mode`	im-receive-meeting-recording-deterministic	im-receive-meeting-recording-deterministic
Meeting Metadata TokensDiffers`au-receive-meeting-recording.meeting_metadata_tokens`	500TOKEN	300TOKEN
Receive Meeting Recording — occurrences`au-receive-meeting-recording.occurrence_count`	1UNIT	1UNIT
Recording DurationDiffers`au-receive-meeting-recording.recording_duration_seconds`	3600SECOND	1800SECOND
Speaker CountDiffers`au-receive-meeting-recording.speaker_count`	8UNIT	4UNIT
Transcribe Conversation — offering`au-transcribe-meeting-conversation.commercial_offering`	ctxdex:offering:agent-makers:ctxdex-speech-1	ctxdex:offering:agent-makers:ctxdex-speech-1
Expected Transcript TokensDiffers`au-transcribe-meeting-conversation.expected_transcript_tokens`	17500TOKEN	8500TOKEN
Transcribe Conversation — mode`au-transcribe-meeting-conversation.implementation_mode`	im-transcribe-meeting-speech-1	im-transcribe-meeting-speech-1
Transcribe Conversation — occurrences`au-transcribe-meeting-conversation.occurrence_count`	1UNIT	1UNIT
Recording DurationDiffers`au-transcribe-meeting-conversation.recording_duration_seconds`	3600SECOND	1800SECOND
Cached Tokens`au-verify-meeting-outcomes.cached_tokens`	0TOKEN	0TOKEN
Expected Verification Tokens`au-verify-meeting-outcomes.expected_verification_tokens`	1200TOKEN	1200TOKEN
Verify Meeting Outcomes — mode`au-verify-meeting-outcomes.implementation_mode`	im-verify-meeting-outcomes-model	im-verify-meeting-outcomes-model
Meeting Insights Tokens`au-verify-meeting-outcomes.meeting_insights_tokens`	1800TOKEN	1800TOKEN
Meeting Outcomes Tokens`au-verify-meeting-outcomes.meeting_outcomes_tokens`	1400TOKEN	1400TOKEN
Normalized Transcript Tokens`au-verify-meeting-outcomes.normalized_transcript_tokens`	17500TOKEN	17500TOKEN
Verify Meeting Outcomes — occurrences`au-verify-meeting-outcomes.occurrence_count`	1UNIT	1UNIT
Verification Instruction Tokens`au-verify-meeting-outcomes.verification_instruction_tokens`	3300TOKEN	3300TOKEN

Only in Deep Conversation Intelligence

Generate Conversation Insights — offeringau-generate-meeting-insights.commercial_offeringctxdex:offering:agent-makers:ctxdex-intelligence-4-pro
Verify Meeting Outcomes — offeringau-verify-meeting-outcomes.commercial_offeringctxdex:offering:agent-makers:ctxdex-intelligence-4-pro

Only in Standard Meeting Summary

Generate Conversation Insights — enabledau-generate-meeting-insights.enabledDisabled
Verify Meeting Outcomes — enabledau-verify-meeting-outcomes.enabledDisabled

Design differences

What the two designs do differently, before any money is involved.

No structural difference recordedThe two variants differ in which activities they run rather than in how a shared activity is configured.

Operations

Aligned on canonical identity, never on a display name.

In both6

Extract Structured Outcomesop-extract-meeting-outcomes
Generate & Validate Insightsop-generate-validate-meeting-insights
Ingest Conversationop-ingest-conversation
Produce Follow-up Outputop-produce-meeting-followup
Transcribe & Normalizeop-transcribe-normalize-conversation
Understand Discussionop-understand-meeting-discussion

Only in Deep Conversation Intelligence0

None

Only in Standard Meeting Summary0

None

Activities

Aligned on canonical identity, never on a display name.

In both8

Analyze Discussionau-analyze-meeting-discussion
Extract Structured Outcomesau-extract-meeting-outcomes
Generate Conversation Insightsau-generate-meeting-insights
Normalize / Segment Transcriptau-normalize-segment-meeting-transcript
Produce Meeting Follow-upau-produce-meeting-followup
Receive Meeting Recordingau-receive-meeting-recording
Transcribe Conversationau-transcribe-meeting-conversation
Verify Meeting Outcomesau-verify-meeting-outcomes

Only in Deep Conversation Intelligence0

None

Only in Standard Meeting Summary0

None