RunHaiku 4.5repeat 1
Orchestrator-workers on OWASP vs NIST on password hashing
claude-haiku-4-5-20251001__orchestrator-workers__research-password-hashing__r1
Score
0.938
- Cost
- $0.595
- + $0.086 judging
- Latency
- 2m 52s
- setup 0.0s, grading 5.5s
- Turns
- 99
- Tool calls
- 93
- Subagents
- 3
- Tokens in / out
- 1.8M / 33k
- 1,626,695 read from cache
Did the design run?
- Run completed: heldharness.run-completedThe environment was built, the architecture returned and grading finished, none of them throwing.
- No API failures: heldharness.apiNo model call failed at the API.
- Every call ended: heldharness.calls-endedEvery call ended with a result, or was stopped by the run's own limits.
- No harness tool denied: heldharness.harness-toolsThe sandbox guard never denied a harness tool, nor a tool the session itself offered.
- Tool servers connected: heldharness.mcp-connectedEvery tool server the harness gave a call was connected when the session started.
- No foreign tool servers: heldharness.mcp-hermeticNo call loaded a tool server the harness did not give it.
- Builtin tools: heldharness.builtin-toolsA check recorded with the run.
- Structured replies arrived: heldharness.structured-outputEvery call that asked for structured output and ran to the end got it.
- No silent fallbacks: heldharness.not-degradedNo phase fell back on a default (an empty plan, a default winner) instead of its output.
- Judge answered: heldharness.judgeAt least one grading call returned a usable verdict.
- The task was decomposed: heldorchestrator-workers.decompositionThe orchestrator’s reply was read through its schema and held at least one subtask.
- The fan-out happened: heldorchestrator-workers.fan-outEvery subtask got a worker, every worker ran, and the recorded subagent count matches.
- The synthesis wrote the answer: heldorchestrator-workers.synthesisThe final answer came from the synthesis call, not from a worker’s report standing in for it.
- Each call was shown the right tools: heldorchestrator-workers.toolsThe orchestrator and the synthesis were shown no tools and every worker the task’s full toolset.
Phases
Drawn from the phase records: timing and cost per call, no tool calls or messages.
| Phase | Duration | Cost | Turns | Tools | Model |
|---|---|---|---|---|---|
| Decompose | 46.2s | $0.027 | 2 | 0 | claude-haiku-4-5-20251001 |
| Worker 1: research-owasp | 1m 30s | $0.153 | 27 | 26 | claude-haiku-4-5-20251001 |
| Worker 2: research-nist-800-63b | 1m 39s | $0.207 | 35 | 34 | claude-haiku-4-5-20251001 |
| Worker 3: research-fips-and-reconc | 1m 33s | $0.173 | 34 | 33 | claude-haiku-4-5-20251001 |
| Synthesize | 26.5s | $0.034 | 1 | 0 | claude-haiku-4-5-20251001 |
The call-by-call replay is not published for this run. Traces are large, so the repository keeps 9 of this run set’s 900 and leaves the rest out; the score, phases and final answer on this page come from the committed run record.
Runs you can replay
- A gate that blocked the right moveGated-execute · Haiku 4.5
- Three proposals beat one agentPropose-select · Haiku 4.5
- A verifier that earned its keepPlan-execute-verify · Sonnet 5.5
- A revision that did not helpPlan-execute-verify · Haiku 4.5
- The control, missing a stepSingle · Haiku 4.5
Record this cell yourself: npm run bench -- run --strategies orchestrator-workers --tasks research-password-hashing --models claude-haiku-4-5-20251001 --repeats 1
Score breakdown
- passStates that OWASP recommends Argon2id first, with a minimum configuration of 19 MiB of memory, an iteration count of 2 and 1 degree of parallelism.1.00weight 0.19
met, backed by verified evidence E1. “Argon2id with minimum configuration of 19 MiB of memory, an iteration count of 2, and 1 degree of parallelism”
- passStates OWASP's alternatives as conditions: scrypt if Argon2id is not available, bcrypt only for legacy systems, and PBKDF2 (at least 600,000 iterations with HMAC-SHA-256) if FIPS-140 compliance is required.1.00weight 0.13
met, backed by verified evidence E2, E3. “use PBKDF2 with a work factor of 600,000 or more using HMAC-SHA-256 as the internal hash function”
- passStates that the current NIST SP 800-63B (revision 4) requires passwords to be salted and hashed with a suitable password hashing scheme that takes a cost factor, and says an approved scheme from the latest revision of SP 800-132 (or updated NIST guidelines) SHOULD be used.1.00weight 0.19
met, backed by verified evidence E5, E6, E8. “SHALL be salted and hashed using a suitable password hashing scheme." The document specifies that an "approved password hashing scheme published in the latest revision of [SP800-132] or updated NIST guidelines on password hashing schemes" should be used. …[truncated 1 chars]
- partialStates that the superseded revision 3 named PBKDF2 and Balloon as example key derivation functions and said a memory-hard function SHOULD be used, and that revision 4 no longer contains that wording.0.50weight 0.13
partial, backed by verified evidence E10. “NIST SP 800-63B-3's endorsement of memory-hard functions as technically superior for password security.”
- passExplains that for this team the two do not actually conflict: OWASP's own guidance is to use PBKDF2 (HMAC-SHA-256, at least 600,000 iterations) when FIPS-140 compliance is required, and NIST permits PBKDF2, so PBKDF2-HMAC-SHA-256 satisfies both; Argon2id remains OWASP's choice only where FIPS does not apply.1.00weight 0.25
met, backed by verified evidence E3, E4. “Both sources converge on the same answer. Use PBKDF2 with at least 600,000 iterations (per OWASP's recommendation) with HMAC-SHA-256.”
- passStates at least one requirement both sources share, such as a unique salt for every password or a deliberately expensive hash with a tunable cost (work) factor instead of a fast general-purpose hash.1.00weight 0.13
met, backed by verified evidence E5, E7, E8. “Cost factor "SHOULD be as high as practical without negatively impacting verifier performance"”
Penalties
No penalties were applied.
Scorer metadata
- corpus
- {"version":2,"snapshot":"2026-10-01","hash":"e12dc326c69a32d91f85f6355dc63e2a7d672b605685a1ffa1582a42bb1c561e","documents":5}
- opened documents
- ["owasp-password-storage","nist-sp800-63b-4","nist-sp800-63b-3"]
- opened by role
- {"primary":["owasp-password-storage","nist-sp800-63b-4"],"superseded":["nist-sp800-63b-3"]}
- displayed share
- {"owasp-password-storage":1,"owasp-authentication":0.0803,"nist-sp800-63b-4":0.3368,"nist-sp800-63b-3":0.0898,"rfc9106":0.0866}
- cited count
- 3
- verified count
- 3
- hallucinated count
- 0
- citation integrity
- 1
- hallucinated urls
- []
- evidence block
- true
- evidence block repaired
- false
- evidence count
- 10
- verified quote count
- 10
- verified quote rate
- 1
- evidence
- [{"url":"https://cheatsheetseries.owasp.org/cheatsheets/Password_Storage_Cheat_Sheet.html","claim":"OWASP recommends Argon2id as the primary password hashing algorithm with minimum 19 MiB memory, iteration count of 2, and parallelism of 1","quote":"Use Argon2id with a minimum configuration of 19 MiB of memory, an iteration count of 2, and 1 degree of parallelism.","verified":true,"document":"owasp-password-storage"},{"url":"https://cheatsheetseries.owasp.org/cheatsheets/Password_Storage_Cheat_Sheet.html","claim":"OWASP recommends scrypt as a fallback to Argon2id with specific cost parameters","quote":"If Argon2id is not available, use scrypt with a minimum CPU/memory cost parameter of (2^17), a minimum block size of 8 (1024 bytes), and a parallelization parameter of 1.","verified":true,"document":"owasp-password-storage"},{"url":"https://cheatsheetseries.owasp.org/cheatsheets/Password_Storage_Cheat_Sheet.html","claim":"OWASP recommends PBKDF2 with 600,000 iterations and HMAC-SHA-256 for FIPS-140 compliance","quote":"If FIPS-140 compliance is required, use PBKDF2 with a work factor of 600,000 or more and set with an internal hash function of HMAC-SHA-256.","verified":true,"document":"owasp-password-storage"},{"url":"https://cheatsheetseries.owasp.org/cheatsheets/Password_Storage_Cheat_Sheet.html","claim":"OWASP states that PBKDF2 is permitted by NIST SP 800-63B-4 and has FIPS-140 validated implementations","quote":"Since PBKDF2 is permitted by NIST SP 800-63B-4 and has FIPS-140 validated implementations, it should be the preferred algorithm when these are required.","verified":true,"document":"owasp-password-storage"},{"url":"https://pages.nist.gov/800-63-4/sp800-63b.html","claim":"NIST SP 800-63B-4 requires passwords to be salted and hashed using a suitable password hashing scheme","quote":"Passwords SHALL be salted and hashed using a suitable password hashing scheme.","verified":true,"document":"nist-sp800-63b-4"},{"url":"https://pages.nist.gov/800-63-4/sp800-63b.html","claim":"NIST SP 800-63B-4 references SP 800-132 or updated NIST guidelines for approved password hashing schemes","quote":"An approved password hashing scheme published in the latest revision of [SP800-132] or updated NIST guidelines on password hashing schemes SHOULD be used.","verified":true,"document":"nist-sp800-63b-4"},{"url":"https://pages.nist.gov/800-63-4/sp800-63b.html","claim":"NIST SP 800-63B-4 requires salt to be at least 32 bits in length","quote":"The salt SHALL be at least 32 bits in length and chosen to minimize salt value collisions among stored hashes","verified":true,"document":"nist-sp800-63b-4"},{"url":"https://pages.nist.gov/800-63-4/sp800-63b.html","claim":"NIST SP 800-63B-4 requires cost factor to be as high as practical and increased over time","quote":"The chosen cost factor SHOULD be as high as practical without negatively impacting verifier performance. It SHOULD be increased over time to account for increases in computing performance.","verified":true,"document":"nist-sp800-63b-4"},{"url":"https://pages.nist.gov/800-63-4/sp800-63b.html","claim":"NIST defines approved cryptography as FIPS-approved or NIST-recommended","quote":"approved cryptography An encryption algorithm, hash function, random bit generator, or similar technique that is Federal Information Processing Standards (FIPS)-approved or NIST-recommended.","verified":true,"document":"nist-sp800-63b-4"},{"url":"https://pages.nist.gov/800-63-3/sp800-63b.html","claim":"NIST SP 800-63B-3 recommended PBKDF2 and memory-hard functions like Balloon","quote":"Examples of suitable key derivation functions include Password-based Key Derivation Function 2 (PBKDF2) [SP 800-132] and Balloon [BALLOON]. A memory-hard function SHOULD be used because it increases the cost of an attack.","verified":true,"document":"nist-sp800-63b-3"}]
- judge unverified quotes
- 0
- judge verdicts
- [{"owasp-argon2id":{"status":"met","support":["E1"]},"owasp-conditions":{"status":"met","support":["E2","E3"]},"nist-current":{"status":"met","support":["E5","E6","E8"]},"nist-revision":{"status":"missing","support":[]},"reconciliation":{"status":"met","support":["E3","E4"]},"common-ground":{"status":"partial","support":["E7","E8"]}},{"owasp-argon2id":{"status":"met","support":["E1"]},"owasp-conditions":{"status":"met","support":["E2","E3"]},"nist-current":{"status":"met","support":["E5","E6","E8"]},"nist-revision":{"status":"partial","support":["E10"]},"reconciliation":{"status":"met","support":["E3","E4","E6"]},"common-ground":{"status":"met","support":["E5","E7","E8"]}},{"owasp-argon2id":{"status":"met","support":["E1"]},"owasp-conditions":{"status":"met","support":["E2","E3"]},"nist-current":{"status":"met","support":["E5","E6","E8"]},"nist-revision":{"status":"partial","support":["E10"]},"reconciliation":{"status":"met","support":["E3","E4","E6"]},"common-ground":{"status":"met","support":["E5","E7","E8"]}}]
- judge failures
- 0
- grounded weight share
- 1
Final answer
Password Hashing for FIPS-Compliant Web Services: OWASP and NIST Guidance
Based on the worker research, here is what each source recommends and how to reconcile them:
OWASP Password Storage Guidance
OWASP provides specific algorithm recommendations in a clear hierarchy. For general applications without FIPS requirements, OWASP recommends modern memory-hard algorithms:
- Primary recommendation: Argon2id with minimum configuration of 19 MiB of memory, an iteration count of 2, and 1 degree of parallelism
- Fallback option: scrypt with a CPU/memory cost parameter of 2^17, a block size of 8, and a parallelization parameter of 1
- Legacy systems only: bcrypt with a work factor of 10 or more and a password limit of 72 bytes
Critically, OWASP provides separate guidance specifically for FIPS-140 compliance: use PBKDF2 with a work factor of 600,000 or more using HMAC-SHA-256 as the internal hash function. OWASP explicitly states the rationale: "Since PBKDF2 is permitted by NIST SP 800-63B-4 and has FIPS-140 validated implementations, it should be the preferred algorithm when these are required."
NIST SP 800-63B-4 (Current Revision) Requirements
NIST SP 800-63B-4 takes a more flexible, functional approach rather than mandating specific algorithms. The requirement is that passwords "SHALL be salted and hashed using a suitable password hashing scheme." The document specifies that an "approved password hashing scheme published in the latest revision of [SP800-132] or updated NIST guidelines on password hashing schemes" should be used.
NIST's functional requirements for password hashing include:
- Salt "SHALL be at least 32 bits in length"
- Cost factor "SHOULD be as high as practical without negatively impacting verifier performance"
- Cost factor "SHOULD be increased over time to account for increases in computing performance"
Notably, NIST SP 800-63B-4 does not explicitly mandate FIPS-140 validation for the password hashing algorithm itself, though it defines "approved cryptography" as either "FIPS-approved or NIST-recommended." This flexibility allows both traditional FIPS-approved algorithms and newer NIST-recommended approaches.
How to Reconcile the Two Sources
There is no fundamental conflict between OWASP and NIST guidance—they operate at different levels of prescription. The reconciliation is straightforward and depends on whether your service requires FIPS compliance:
Without FIPS requirements: Follow OWASP's preference hierarchy. Use Argon2id as your primary choice, which aligns with NIST's reference to "updated NIST guidelines" and NIST SP 800-63B-3's endorsement of memory-hard functions as technically superior for password security.
With FIPS-140 compliance requirements: Both sources converge on the same answer. Use PBKDF2 with at least 600,000 iterations (per OWASP's recommendation) with HMAC-SHA-256. This satisfies OWASP's FIPS-specific guidance and meets NIST SP 800-63B-4's requirement for an "approved password hashing scheme" because PBKDF2 is specified in SP 800-132 (a NIST standard) and has FIPS-140 validated implementations available.
The key insight is that FIPS-140 is a compliance certification framework for cryptographic implementations, not a technical superiority requirement. Argon2id and scrypt provide better security properties, but PBKDF2 is the practical choice for FIPS compliance because implementations using only FIPS-approved primitives (SHA-256, HMAC) can be certified.
{"evidence": [
{
"claim": "OWASP recommends Argon2id as the primary password hashing algorithm with minimum 19 MiB memory, iteration count of 2, and parallelism of 1",
"quote": "Use Argon2id with a minimum configuration of 19 MiB of memory, an iteration count of 2, and 1 degree of parallelism.",
"url": "https://cheatsheetseries.owasp.org/cheatsheets/Password_Storage_Cheat_Sheet.html"
},
{
"claim": "OWASP recommends scrypt as a fallback to Argon2id with specific cost parameters",
"quote": "If Argon2id is not available, use scrypt with a minimum CPU/memory cost parameter of (2^17), a minimum block size of 8 (1024 bytes), and a parallelization parameter of 1.",
"url": "https://cheatsheetseries.owasp.org/cheatsheets/Password_Storage_Cheat_Sheet.html"
},
{
"claim": "OWASP recommends PBKDF2 with 600,000 iterations and HMAC-SHA-256 for FIPS-140 compliance",
"quote": "If FIPS-140 compliance is required, use PBKDF2 with a work factor of 600,000 or more and set with an internal hash function of HMAC-SHA-256.",
"url": "https://cheatsheetseries.owasp.org/cheatsheets/Password_Storage_Cheat_Sheet.html"
},
{
"claim": "OWASP states that PBKDF2 is permitted by NIST SP 800-63B-4 and has FIPS-140 validated implementations",
"quote": "Since PBKDF2 is permitted by NIST SP 800-63B-4 and has FIPS-140 validated implementations, it should be the preferred algorithm when these are required.",
"url": "https://cheatsheetseries.owasp.org/cheatsheets/Password_Storage_Cheat_Sheet.html"
},
{
"claim": "NIST SP 800-63B-4 requires passwords to be salted and hashed using a suitable password hashing scheme",
"quote": "Passwords SHALL be salted and hashed using a suitable password hashing scheme.",
"url": "https://pages.nist.gov/800-63-4/sp800-63b.html"
},
{
"claim": "NIST SP 800-63B-4 references SP 800-132 or updated NIST guidelines for approved password hashing schemes",
"quote": "An approved password hashing scheme published in the latest revision of [SP800-132] or updated NIST guidelines on password hashing schemes SHOULD be used.",
"url": "https://pages.nist.gov/800-63-4/sp800-63b.html"
},
{
"claim": "NIST SP 800-63B-4 requires salt to be at least 32 bits in length",
"quote": "The salt SHALL be at least 32 bits in length and chosen to minimize salt value collisions among stored hashes",
"url": "https://pages.nist.gov/800-63-4/sp800-63b.html"
},
{
"claim": "NIST SP 800-63B-4 requires cost factor to be as high as practical and increased over time",
"quote": "The chosen cost factor SHOULD be as high as practical without negatively impacting verifier performance. It SHOULD be increased over time to account for increases in computing performance.",
"url": "https://pages.nist.gov/800-63-4/sp800-63b.html"
},
{
"claim": "NIST defines approved cryptography as FIPS-approved or NIST-recommended",
"quote": "approved cryptography An encryption algorithm, hash function, random bit generator, or similar technique that is Federal Information Processing Standards (FIPS)-approved or NIST-recommended.",
"url": "https://pages.nist.gov/800-63-4/sp800-63b.html"
},
{
"claim": "NIST SP 800-63B-3 recommended PBKDF2 and memory-hard functions like Balloon",
"quote": "Examples of suitable key derivation functions include Password-based Key Derivation Function 2 (PBKDF2) [SP 800-132] and Balloon [BALLOON]. A memory-hard function SHOULD be used because it increases the cost of an attack.",
"url": "https://pages.nist.gov/800-63-3/sp800-63b.html"
}
]}Provenance of the numbers on this page
- run set
- scaffold-or-scale-v1
- models
- Haiku 4.5, Sonnet 5.5, Opus 5.5
- effort
- high
- repeats
- 2
- fixtures
- replay
- runs
- 900 / 900
- strategy cost
- $354.44
- judge cost
- $9.19
- wall clock
- 9h 48m
- git
- fce5807b2d
Cost excludes judge calls, which are tracked separately so a scoring model never flatters or penalises an architecture. Every figure on this site is read from results/ at build time.