Government data

DoD Small-Business Contract Obligation Share FY2026

What will USAspending API v2 first-print registered-query snapshot show for the Department of Defense FY2026 small-business share of prime-contract obligations, using award type codes A/B/C/D, awarding toptier agency Department of Defense, grouped by fiscal year, with numerator recipient_type_names=[small_business] and denominator without recipient type restriction?

Forecast

20.2%
18.6%–21.8%
80% prediction interval
gpt-5.5Run record ↗

Cumulative probability

Chance that the outcome is at or below each value.

0%25%50%75%100%16.2%20.2%24.2%Forecast value

Shaded band: 80% interval (18.6%–21.8%). Dashed line: point estimate (20.2%).

Derived from the point estimate and 80% interval; the agent did not report a full distribution.

Analysis

§DoD FY2026 small-business prime-contract obligation share

Framing and exact resolver: the target is the USAspending API v2 registered-query snapshot for Department of Defense FY2026 prime-contract obligations, not the SBA eligible-dollar scorecard. The numerator is recipient_type_names=[small_business]; the denominator is the same A/B/C/D DoD prime-contract query without recipient type restriction. The registered target sets the bounded snapshot resolutionDate to 2026-10-22; the official USAspending submission-period endpoint currently shows published periods only through FY2026 fiscal month 9, so the exact FY2026 year-end period was not yet visible there during this run.

▸ Reported tool use: official.lookupmodel report
Opened USAspending API endpoint index and endpoint documentation for /api/v2/search/spending_over_time/ and /api/v2/references/submission_periods/.
↳ Fetched endpoint facts: /api/v2/search/spending_over_time/ is listed as POST and returns transaction aggregated amounts for Spending Over Time; /api/v2/references/submission_periods/ returned FY2026 fiscal month 9 with period_start_date 2026-06-01, period_end_date 2026-06-30, submission_due_date 2026-07-31, certification_due_date 2026-08-15, and submission_reveal_date 2026-07-31T01:20:01.167456Z.
▸ Reported tool use: official.lookupmodel report
Opened GSA FY2025 FPDS report required by Section 15(h)(3)(A)(ii) of the Small Business Act and extracted the Department of Defense rows.
↳ Fetched FY2025 DoD all-prime dollars: Small Business Concerns in aggregate = $103,824,203,209.59 from 2,365,483 contracts; Other Than Small Business Concerns in aggregate without exclusions = $420,887,508,061.02 from 57,454,020 contracts; computed small-business share = 103.82420320959 / (103.82420320959 + 420.88750806102) * 100 = 19.79 percent.
▸ Reported tool use: official.lookupmodel report
Opened GSA FY2024 FPDS report required by Section 15(h)(3)(A)(ii) of the Small Business Act and extracted the Department of Defense rows.
↳ Fetched FY2024 DoD all-prime dollars: Small Business Concerns in aggregate = $99,891,645,499.74 from 2,233,536 contracts; Other Than Small Business Concerns in aggregate without exclusions = $380,230,594,309.65 from 87,148,396 contracts; computed small-business share = 99.89164549974 / (99.89164549974 + 380.23059430965) * 100 = 20.81 percent.
▸ Reported tool use: official.lookupmodel report
Opened the DoD Office of Industrial Base Growth goals and performance page for small-business prime-contract history and current goals context.
↳ Fetched DoD historical prime-contract small-business performance points: FY2020 Total Awards $165.2B, SB Awards $55.1B, share 33.4 percent; FY2019 Total Awards $161.5B, SB Awards $62.3B, share 38.6 percent; FY2018 Total Awards $124.5B, SB Awards $41.7B, share 33.5 percent. Fetched DoD prime-contracting goal row: FY2023 goal 22.43 percent, FY2024 goal 22.43 percent, FY2025 goal 23.17 percent.

Base rate/reference class: the best exact-variant recent base rate is the GSA all-prime FPDS Department of Defense ratio, because it uses all prime procurements without the SBA goaling exclusions and is closer to the USAspending denominator than the SBA eligible-dollar scorecard. The two fetched exact-variant observations average 20.30 percent, with FY2025 at 19.79 percent and FY2024 at 20.81 percent.

Prior/update/interval: persistence prior = average of fetched exact-variant all-prime FY2024 and FY2025 shares = (20.81 + 19.79) / 2 = 20.30 percent; quantitative historical sample = GSA FPDS all-prime FY2024-FY2025 only, while the older DoD performance points are non-comparable regime checks and are not used in the prior or volatility estimate; adjustment components = -0.3 percentage point for FY2025 downward momentum and large non-small defense obligation growth, +0.2 percentage point for DoD small-business goal pressure and program continuity, net -0.1; point = 20.30 - 0.10 = 20.20 percent. For the exact-variant fetched successive change, sigma = 1.02 percentage points as a one-change persistence error proxy, not a multi-year standard deviation; 1.28*sigma = 1.31 percentage points. I widen to a 1.60 percentage point half-width because the USAspending registered-query recipient-type filter may not exactly match the GSA FPDS report classification, giving 20.2 - 1.6 = 18.6 and 20.2 + 1.6 = 21.8.

Level and momentum: the FY2025 all-prime DoD share fell about 1.02 percentage points from FY2024 even though small-business dollars increased by about $3.93B, because the other-than-small denominator increased by about $40.66B. That argues for a point below the two-year average but not a break far below 20 percent.

Policy and mechanism: upside risk is a stronger FY2026 small-business set-aside mix or slower growth in major-prime obligations, which could move the registered USAspending share toward or above 21.8 percent. Downside risk is a surge in large weapons, IT, construction, or services obligations to non-small primes, which would land below the interval. Outside the interval would require either a larger denominator-mix shock than FY2025 or a material query-classification mismatch between USAspending recipient_type_names and FPDS small-business status.

Review disposition: accepted the reviewer warning by recasting sigma as a one-change persistence error proxy plus query-classification uncertainty, and by stating that older DoD performance points are non-comparable regime checks not used quantitatively. Also accepted the clarification that resolution uses the registered bounded-window FY2026 snapshot ending 2026-10-22 rather than later revisions.

Key drivers

  • Recent all-prime DoD small-business share near 20 percent
  • FY2025 small-business dollars rose but total non-small DoD obligations also rose
  • DoD/SBA small-business policy goals support persistence rather than collapse
  • Defense procurement mix can swing with large weapons and services obligations
  • USAspending registered query differs from SBA eligible-dollar scorecard denominator

Tool evidence

This run has no captured tool responses. “Reported tool use” in the analysis is the model’s account, not an archived tool response.

Sources and resolution

Official source
USAspending API v2 advanced search spending_over_time registered query snapshot
Resolution date
October 22, 2026· outcome not recorded
Resolution rule
Resolve to the first registered-query snapshot value for FY2026 from USAspending API v2 /api/v2/search/spending_over_time/ using the registered transform: percent = 100 * aggregated_amount for DoD prime-contract transactions with recipient_type_names=[small_business] divided by aggregated_amount for the same DoD prime-contract transactions without a recipient type filter. Use award_type_codes A, B, C, and D; awarding toptier agency Department of Defense; group=fiscal_year; spending_level=transactions; fiscalYear=2026. Use the registered FY2026 snapshot as of the bounded window ending 2026-10-22, not later USAspending revisions. Round to the agency/API displayed precision available in the resolver artifact. Do not revise after the first registered snapshot.
Run details

The analysis is the model’s written report. Tool-use descriptions in that report are model claims; the activity artifacts contain the execution record.

thesis.analyst · gpt-5.5 · fast · v2.5.7

pre-submit review · completed

Draft is publishable after tightening the interval/sample language and denominator comparability caveat.

  • warning interval: The interval labels a single FY2024-to-FY2025 change as sigma, which overstates the statistical basis for an 80% interval.
  • warning model_prior: The historical sample mixes recent GSA all-prime ratios with older DoD performance points that may use a different denominator/regime.
  • info optional_suggestion: Mention that resolution uses the registered FY2026 snapshot as of the bounded window ending 2026-10-22, not later USAspending revisions.
  • info optional_suggestion: Keep the final math step's implied 80% bounds exactly aligned with the JSON fields.

disposition accepted: Review disposition: accepted the reviewer warning by recasting sigma as a one-change persistence error proxy plus query-classification uncertainty, and by stating that older DoD performance points are non-comparable regime checks not used quantitatively. Also accepted the clarification that resolution uses the registered bounded-window FY2026 snapshot ending 2026-10-22 rather than later revisions.

disposition accepted: Review disposition: accepted the reviewer warning by recasting sigma as a one-change persistence error proxy plus query-classification uncertainty, and by stating that older DoD performance points are non-comparable regime checks not used quantitatively. Also accepted the clarification that resolution uses the registered bounded-window FY2026 snapshot ending 2026-10-22 rather than later revisions.

disposition not applicable: Review disposition: accepted the reviewer warning by recasting sigma as a one-change persistence error proxy plus query-classification uncertainty, and by stating that older DoD performance points are non-comparable regime checks not used quantitatively. Also accepted the clarification that resolution uses the registered bounded-window FY2026 snapshot ending 2026-10-22 rather than later revisions.

disposition not applicable: Review disposition: accepted the reviewer warning by recasting sigma as a one-change persistence error proxy plus query-classification uncertainty, and by stating that older DoD performance points are non-comparable regime checks not used quantitatively. Also accepted the clarification that resolution uses the registered bounded-window FY2026 snapshot ending 2026-10-22 rather than later revisions.

Activity artifacts

Complete original trace

§DoD FY2026 small-business prime-contract obligation share

Framing and exact resolver: the target is the USAspending API v2 registered-query snapshot for Department of Defense FY2026 prime-contract obligations, not the SBA eligible-dollar scorecard. The numerator is recipient_type_names=[small_business]; the denominator is the same A/B/C/D DoD prime-contract query without recipient type restriction. The registered target sets the bounded snapshot resolutionDate to 2026-10-22; the official USAspending submission-period endpoint currently shows published periods only through FY2026 fiscal month 9, so the exact FY2026 year-end period was not yet visible there during this run.

▸ Reported tool use: official.lookupmodel report
Opened USAspending API endpoint index and endpoint documentation for /api/v2/search/spending_over_time/ and /api/v2/references/submission_periods/.
↳ Fetched endpoint facts: /api/v2/search/spending_over_time/ is listed as POST and returns transaction aggregated amounts for Spending Over Time; /api/v2/references/submission_periods/ returned FY2026 fiscal month 9 with period_start_date 2026-06-01, period_end_date 2026-06-30, submission_due_date 2026-07-31, certification_due_date 2026-08-15, and submission_reveal_date 2026-07-31T01:20:01.167456Z.
▸ Reported tool use: official.lookupmodel report
Opened GSA FY2025 FPDS report required by Section 15(h)(3)(A)(ii) of the Small Business Act and extracted the Department of Defense rows.
↳ Fetched FY2025 DoD all-prime dollars: Small Business Concerns in aggregate = $103,824,203,209.59 from 2,365,483 contracts; Other Than Small Business Concerns in aggregate without exclusions = $420,887,508,061.02 from 57,454,020 contracts; computed small-business share = 103.82420320959 / (103.82420320959 + 420.88750806102) * 100 = 19.79 percent.
▸ Reported tool use: official.lookupmodel report
Opened GSA FY2024 FPDS report required by Section 15(h)(3)(A)(ii) of the Small Business Act and extracted the Department of Defense rows.
↳ Fetched FY2024 DoD all-prime dollars: Small Business Concerns in aggregate = $99,891,645,499.74 from 2,233,536 contracts; Other Than Small Business Concerns in aggregate without exclusions = $380,230,594,309.65 from 87,148,396 contracts; computed small-business share = 99.89164549974 / (99.89164549974 + 380.23059430965) * 100 = 20.81 percent.
▸ Reported tool use: official.lookupmodel report
Opened the DoD Office of Industrial Base Growth goals and performance page for small-business prime-contract history and current goals context.
↳ Fetched DoD historical prime-contract small-business performance points: FY2020 Total Awards $165.2B, SB Awards $55.1B, share 33.4 percent; FY2019 Total Awards $161.5B, SB Awards $62.3B, share 38.6 percent; FY2018 Total Awards $124.5B, SB Awards $41.7B, share 33.5 percent. Fetched DoD prime-contracting goal row: FY2023 goal 22.43 percent, FY2024 goal 22.43 percent, FY2025 goal 23.17 percent.

Base rate/reference class: the best exact-variant recent base rate is the GSA all-prime FPDS Department of Defense ratio, because it uses all prime procurements without the SBA goaling exclusions and is closer to the USAspending denominator than the SBA eligible-dollar scorecard. The two fetched exact-variant observations average 20.30 percent, with FY2025 at 19.79 percent and FY2024 at 20.81 percent.

Prior/update/interval: persistence prior = average of fetched exact-variant all-prime FY2024 and FY2025 shares = (20.81 + 19.79) / 2 = 20.30 percent; quantitative historical sample = GSA FPDS all-prime FY2024-FY2025 only, while the older DoD performance points are non-comparable regime checks and are not used in the prior or volatility estimate; adjustment components = -0.3 percentage point for FY2025 downward momentum and large non-small defense obligation growth, +0.2 percentage point for DoD small-business goal pressure and program continuity, net -0.1; point = 20.30 - 0.10 = 20.20 percent. For the exact-variant fetched successive change, sigma = 1.02 percentage points as a one-change persistence error proxy, not a multi-year standard deviation; 1.28*sigma = 1.31 percentage points. I widen to a 1.60 percentage point half-width because the USAspending registered-query recipient-type filter may not exactly match the GSA FPDS report classification, giving 20.2 - 1.6 = 18.6 and 20.2 + 1.6 = 21.8.

Level and momentum: the FY2025 all-prime DoD share fell about 1.02 percentage points from FY2024 even though small-business dollars increased by about $3.93B, because the other-than-small denominator increased by about $40.66B. That argues for a point below the two-year average but not a break far below 20 percent.

Policy and mechanism: upside risk is a stronger FY2026 small-business set-aside mix or slower growth in major-prime obligations, which could move the registered USAspending share toward or above 21.8 percent. Downside risk is a surge in large weapons, IT, construction, or services obligations to non-small primes, which would land below the interval. Outside the interval would require either a larger denominator-mix shock than FY2025 or a material query-classification mismatch between USAspending recipient_type_names and FPDS small-business status.

Review disposition: accepted the reviewer warning by recasting sigma as a one-change persistence error proxy plus query-classification uncertainty, and by stating that older DoD performance points are non-comparable regime checks not used quantitatively. Also accepted the clarification that resolution uses the registered bounded-window FY2026 snapshot ending 2026-10-22 rather than later revisions.

calibrated forecast · 80% CI
20.2%[18.6% · 21.8%]
Target metadata

Data point: usaspending.dod.small_business_contract_obligation_share.fy2026.registered_query_snapshot

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