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Equity Models

Earnings call and financial sentiment classification models available in the Models Service. See the Models Service overview for API usage.

Financial Phrase Bank​

Financial Sentiment Classifier

Sentiment analysis of financial sentences

Labels
PositiveNegativeNeutral
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "fpb_sentiment_label", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDfpb_sentiment_label
Version1.0.0
TierFree
TaskSequence Classification

Earnings Call Transcripts​

Claim Projection Classifier

Classifies claim projections in earnings call transcripts

Labels
IN_CLAIMOUT_OF_CLAIM
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_claim_projection_classification", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_claim_projection_classification
Version1.0.0
TierFree
TaskSequence Classification

Competition Relevancy Classifier

Identifies competition-related content in earnings calls

Labels
IRRELEVANTRELEVANT
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_competition_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_competition_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Cost of Capital Relevancy Classifier

Identifies cost of capital content in earnings calls

Labels
IRRELEVANTRELEVANT
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_cost_of_capital_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_cost_of_capital_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Cyber Risk Relevancy Classifier

Identifies cyber risk content in earnings calls

Labels
IRRELEVANTRELEVANT
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_cyber_risk_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_cyber_risk_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Forward Looking Classifier

Classifies forward-looking statements in earnings calls

Labels
FORWARD_LOOKINGNOT_FORWARD_LOOKING
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_forward_looking_classification", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_forward_looking_classification
Version1.0.0
TierPro
TaskSequence Classification

Geopolitical Risk Relevancy Classifier

Identifies geopolitical risk content in earnings calls

Labels
IRRELEVANTRELEVANT
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_geopolitical_risk_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_geopolitical_risk_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Growth Classifier

Classifies growth-related statements in earnings calls

Labels
POSITIVE_GROWTHNEGATIVE_GROWTHNO_GROWTH_RELATED_DISCUSSION
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_growth_classification", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_growth_classification
Version1.0.0
TierFree
TaskSequence Classification

Labor Market Relevancy Classifier

Identifies labor market content in earnings calls

Labels
IRRELEVANTRELEVANT
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_labor_market_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_labor_market_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Material Impact Classifier

Classifies material impact statements in earnings calls

Labels
POSITIVE_IMPACTNEGATIVE_IMPACTNO_IMPACT
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_material_impact_classification", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_material_impact_classification
Version1.0.0
TierFree
TaskSequence Classification

Price Relevancy Classifier

Identifies price-related content in earnings calls

Labels
IRRELEVANTRELEVANT
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_price_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_price_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Regulatory Risk Relevancy Classifier

Identifies regulatory risk content in earnings calls

Labels
IRRELEVANTRELEVANT
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_regulatory_risk_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_regulatory_risk_relevancy
Version1.0.0
TierPro
TaskSequence Classification

ESG Relevancy & Positive Signal Classifier

Identifies ESG-related discussion in earnings calls and flags when the ESG context is positive.

Labels
ESG_POSITIVENOT_ESG_RELATED
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_esg_alpha_sentiment", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_esg_alpha_sentiment
Version1.0.0
TierPro
TaskSequence Classification

Uncertainty Clarity Classifier

Classifies whether language in earnings calls signals high uncertainty versus clear and certain guidance.

Labels
HIGH_UNCERTAINTYCLEAR_AND_CERTAINNOT_RELEVANT
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_uncertainty_complexity_classification", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_uncertainty_complexity_classification
Version1.0.0
TierPro
TaskSequence Classification

M&A Strategy Classifier

Sentences discussing potential or realized mergers, acquisitions, and divestitures.

Labels
ACQUISITION_INTENTDIVESTITURE_INTENTPOST_MERGER_INTEGRATIONNO_MA_DISCUSSION
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_merger_acquisition_intent", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_merger_acquisition_intent
Version1.0.0
TierPro
TaskSequence Classification

Capital Allocation Classifier

Classifying how the company intends to use its cash.

Labels
SHAREHOLDER_RETURNSDEBT_REPAYMENTREINVESTMENT_CAPEXNOT_ALLOCATION_RELATED
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_capital_allocation_priority", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_capital_allocation_priority
Version1.0.0
TierPro
TaskSequence Classification

Macro Sensitivity Classifier

Detecting mentions of broader economic forces (inflation, interest rates, GDP).

Labels
INFLATIONARY_PRESSUREINTEREST_RATE_SENSITIVITYCURRENCY_FX_IMPACTNO_MACRO_MENTION
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_macro_economic_sensitivity", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_macro_economic_sensitivity
Version1.0.0
TierPro
TaskSequence Classification

Product Pipeline Classifier

Identifies discussion of new product launches or R&D progress versus content not related to the product pipeline.

Labels
NEW_LAUNCHRD_PROGRESSNOT_PRODUCT_RELATED
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "ec_product_innovation_pipeline", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDec_product_innovation_pipeline
Version1.0.0
TierPro
TaskSequence Classification

Support​

Email: support@zettaquant.ai